{
    "measurement": {
        "model.layers.0.parallel_decoder": {
            "attn": [
                {
                    "accuracy": 0.9314728067501595,
                    "total_bits": 569401344,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9352650562007176,
                    "total_bits": 591945728,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9447055951152977,
                    "total_bits": 647517184,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9636890082374999,
                    "total_bits": 713050112,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9676279371702358,
                    "total_bits": 844115968,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9682323558157996,
                    "total_bits": 845691904,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64,
                            "3": 64
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9773337845445463,
                    "total_bits": 1083191296,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9777518486309993,
                    "total_bits": 1085291520,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.980085932698689,
                    "total_bits": 1095792640,
                    "q_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9810614919682082,
                    "total_bits": 1108393984,
                    "q_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9839137877876821,
                    "total_bits": 1114127360,
                    "q_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.985137411785361,
                    "total_bits": 1123055616,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.98592224055411,
                    "total_bits": 1179148288,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9872248812431568,
                    "total_bits": 1195950080,
                    "q_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9922588453383038,
                    "total_bits": 1440755712,
                    "q_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9935144469338028,
                    "total_bits": 1464385536,
                    "q_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9940575965753707,
                    "total_bits": 1620062208,
                    "q_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9961120591155792,
                    "total_bits": 1779482624,
                    "q_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 32
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9983299297378644,
                    "total_bits": 2156933120,
                    "q_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ],
            "mlp": [
                {
                    "accuracy": 0.8969087606590045,
                    "total_bits": 1238922592,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9004171005401173,
                    "total_bits": 1283618144,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9222720286955959,
                    "total_bits": 1433121792,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "3": 32
                        },
                        "bits": [
                            5,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9316861031478957,
                    "total_bits": 1608233984,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9541931819954985,
                    "total_bits": 1812774416,
                    "gate_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.957423665364714,
                    "total_bits": 1862132736,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.968637564954789,
                    "total_bits": 2002191888,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9744689575102377,
                    "total_bits": 2289099280,
                    "gate_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9772887735284472,
                    "total_bits": 2322850816,
                    "gate_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9772745044411797,
                    "total_bits": 2356985360,
                    "gate_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9800679144743634,
                    "total_bits": 2406343680,
                    "gate_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.988412777476601,
                    "total_bits": 2901196304,
                    "gate_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9899432288090649,
                    "total_bits": 2950554624,
                    "gate_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9931553847303516,
                    "total_bits": 3360210448,
                    "gate_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9941275250963181,
                    "total_bits": 3477813504,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.15,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9966213153675199,
                    "total_bits": 3790289152,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9976670007576773,
                    "total_bits": 4447746304,
                    "gate_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ]
        },
        "model.layers.1.parallel_decoder": {
            "attn": [
                {
                    "accuracy": 0.8345121894227832,
                    "total_bits": 569401344,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8417348920514709,
                    "total_bits": 591945728,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8674807052471136,
                    "total_bits": 647517184,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9127962613772405,
                    "total_bits": 713050112,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9158346208890802,
                    "total_bits": 844115968,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9190239657304788,
                    "total_bits": 845691904,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64,
                            "3": 64
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9371091947939835,
                    "total_bits": 1083191296,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9407121027868829,
                    "total_bits": 1085291520,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9502315365856415,
                    "total_bits": 1095792640,
                    "q_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9521849281399658,
                    "total_bits": 1108393984,
                    "q_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9586516695195123,
                    "total_bits": 1114127360,
                    "q_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9639554418819516,
                    "total_bits": 1123055616,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.962446960718616,
                    "total_bits": 1179148288,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9679382010117957,
                    "total_bits": 1195950080,
                    "q_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9783038105080394,
                    "total_bits": 1440755712,
                    "q_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9832696586994356,
                    "total_bits": 1464385536,
                    "q_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9824825286203506,
                    "total_bits": 1620062208,
                    "q_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9911363028529051,
                    "total_bits": 1779482624,
                    "q_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 32
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9952656989549532,
                    "total_bits": 2156933120,
                    "q_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ],
            "mlp": [
                {
                    "accuracy": 0.9837687205964405,
                    "total_bits": 1238922592,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9847921566228921,
                    "total_bits": 1283618144,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9847521708641005,
                    "total_bits": 1433121792,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "3": 32
                        },
                        "bits": [
                            5,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.984931288256408,
                    "total_bits": 1608233984,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.992258739204293,
                    "total_bits": 1812774416,
                    "gate_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9952641985023787,
                    "total_bits": 1862132736,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9955256741224346,
                    "total_bits": 2002191888,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9944003901297325,
                    "total_bits": 2289099280,
                    "gate_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.996296696634473,
                    "total_bits": 2322850816,
                    "gate_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9973178170406946,
                    "total_bits": 2356985360,
                    "gate_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9955658567487262,
                    "total_bits": 2406343680,
                    "gate_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9986886155958544,
                    "total_bits": 2901196304,
                    "gate_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9986810505920163,
                    "total_bits": 2950554624,
                    "gate_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9990185591258954,
                    "total_bits": 3360210448,
                    "gate_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.999184096284903,
                    "total_bits": 3477813504,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.15,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9992353780574998,
                    "total_bits": 3790289152,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.999290845919045,
                    "total_bits": 4447746304,
                    "gate_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ]
        },
        "model.layers.2.parallel_decoder": {
            "attn": [
                {
                    "accuracy": 0.8662424338491339,
                    "total_bits": 569401344,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8702202415780017,
                    "total_bits": 591945728,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8886189437226245,
                    "total_bits": 647517184,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9258104457863068,
                    "total_bits": 713050112,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9335308387189319,
                    "total_bits": 844115968,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9346089931695085,
                    "total_bits": 845691904,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64,
                            "3": 64
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9615647310979272,
                    "total_bits": 1083191296,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9626824323725152,
                    "total_bits": 1085291520,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9658605783785644,
                    "total_bits": 1095792640,
                    "q_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9674836626815561,
                    "total_bits": 1108393984,
                    "q_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9671585817184103,
                    "total_bits": 1114127360,
                    "q_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9692009111474219,
                    "total_bits": 1123055616,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9722891490122205,
                    "total_bits": 1179148288,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.974457765831367,
                    "total_bits": 1195950080,
                    "q_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9849400104415652,
                    "total_bits": 1440755712,
                    "q_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9872616822463706,
                    "total_bits": 1464385536,
                    "q_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9900807118484456,
                    "total_bits": 1620062208,
                    "q_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9937445342626521,
                    "total_bits": 1779482624,
                    "q_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 32
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9973880210462468,
                    "total_bits": 2156933120,
                    "q_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ],
            "mlp": [
                {
                    "accuracy": 0.7852767862771687,
                    "total_bits": 1238922592,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7899088969356135,
                    "total_bits": 1283618144,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8298065246720063,
                    "total_bits": 1433121792,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "3": 32
                        },
                        "bits": [
                            5,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.841959971738489,
                    "total_bits": 1608233984,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8942907566302701,
                    "total_bits": 1812774416,
                    "gate_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9022222486765761,
                    "total_bits": 1862132736,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9192461810613933,
                    "total_bits": 2002191888,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9455491112251031,
                    "total_bits": 2289099280,
                    "gate_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9505507516625681,
                    "total_bits": 2322850816,
                    "gate_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9465464402578379,
                    "total_bits": 2356985360,
                    "gate_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9530585480755881,
                    "total_bits": 2406343680,
                    "gate_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9728698581457138,
                    "total_bits": 2901196304,
                    "gate_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9766536832443977,
                    "total_bits": 2950554624,
                    "gate_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9854758241655011,
                    "total_bits": 3360210448,
                    "gate_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9862336715879408,
                    "total_bits": 3477813504,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.15,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.989626042054672,
                    "total_bits": 3790289152,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9961080416595858,
                    "total_bits": 4447746304,
                    "gate_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ]
        },
        "model.layers.3.parallel_decoder": {
            "attn": [
                {
                    "accuracy": 0.861396067628735,
                    "total_bits": 569401344,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8651502217705312,
                    "total_bits": 591945728,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.879533547319864,
                    "total_bits": 647517184,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9246933220052406,
                    "total_bits": 713050112,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9303266829075783,
                    "total_bits": 844115968,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9313673730939627,
                    "total_bits": 845691904,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64,
                            "3": 64
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9584231262928561,
                    "total_bits": 1083191296,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9596854163039672,
                    "total_bits": 1085291520,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.963172814465667,
                    "total_bits": 1095792640,
                    "q_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.964948628220315,
                    "total_bits": 1108393984,
                    "q_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9650960801365345,
                    "total_bits": 1114127360,
                    "q_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9676524489431789,
                    "total_bits": 1123055616,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9691210026411634,
                    "total_bits": 1179148288,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.97188677851993,
                    "total_bits": 1195950080,
                    "q_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.983214131237841,
                    "total_bits": 1440755712,
                    "q_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9858630412674853,
                    "total_bits": 1464385536,
                    "q_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9891307266600626,
                    "total_bits": 1620062208,
                    "q_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9929970393851889,
                    "total_bits": 1779482624,
                    "q_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 32
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9970985647952674,
                    "total_bits": 2156933120,
                    "q_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ],
            "mlp": [
                {
                    "accuracy": 0.7825524603065691,
                    "total_bits": 1238922592,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7873313732837376,
                    "total_bits": 1283618144,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.822071014266265,
                    "total_bits": 1433121792,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "3": 32
                        },
                        "bits": [
                            5,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8329204967931697,
                    "total_bits": 1608233984,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8909300648068127,
                    "total_bits": 1812774416,
                    "gate_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8992495623074079,
                    "total_bits": 1862132736,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.914495236779514,
                    "total_bits": 2002191888,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9438617105938887,
                    "total_bits": 2289099280,
                    "gate_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9487843725242113,
                    "total_bits": 2322850816,
                    "gate_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9447056057029649,
                    "total_bits": 2356985360,
                    "gate_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9514463289003623,
                    "total_bits": 2406343680,
                    "gate_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.971913660729402,
                    "total_bits": 2901196304,
                    "gate_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9758560421239388,
                    "total_bits": 2950554624,
                    "gate_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9849575620732809,
                    "total_bits": 3360210448,
                    "gate_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9857385944771139,
                    "total_bits": 3477813504,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.15,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9887631887962159,
                    "total_bits": 3790289152,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9960174099542201,
                    "total_bits": 4447746304,
                    "gate_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ]
        },
        "model.layers.4.parallel_decoder": {
            "attn": [
                {
                    "accuracy": 0.8456086787934366,
                    "total_bits": 569401344,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8492584994160816,
                    "total_bits": 591945728,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8676876802193492,
                    "total_bits": 647517184,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9120528584248141,
                    "total_bits": 713050112,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9212872858992532,
                    "total_bits": 844115968,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9229859833262468,
                    "total_bits": 845691904,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64,
                            "3": 64
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9481547439078751,
                    "total_bits": 1083191296,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9504014859466177,
                    "total_bits": 1085291520,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9574047939018592,
                    "total_bits": 1095792640,
                    "q_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9590674084611237,
                    "total_bits": 1108393984,
                    "q_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9611322801854265,
                    "total_bits": 1114127360,
                    "q_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9644264258003157,
                    "total_bits": 1123055616,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9651490306040567,
                    "total_bits": 1179148288,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9687439197380292,
                    "total_bits": 1195950080,
                    "q_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9808228576163712,
                    "total_bits": 1440755712,
                    "q_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9843952496241974,
                    "total_bits": 1464385536,
                    "q_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9864931214159649,
                    "total_bits": 1620062208,
                    "q_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9924294832959085,
                    "total_bits": 1779482624,
                    "q_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 32
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9965231045069615,
                    "total_bits": 2156933120,
                    "q_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ],
            "mlp": [
                {
                    "accuracy": 0.7698404310565246,
                    "total_bits": 1238922592,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7746393947224868,
                    "total_bits": 1283618144,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8129287385626843,
                    "total_bits": 1433121792,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "3": 32
                        },
                        "bits": [
                            5,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8243065397990377,
                    "total_bits": 1608233984,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8845533210980265,
                    "total_bits": 1812774416,
                    "gate_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8935180635828721,
                    "total_bits": 1862132736,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9099038470732539,
                    "total_bits": 2002191888,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9409347176551819,
                    "total_bits": 2289099280,
                    "gate_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9461755172202462,
                    "total_bits": 2322850816,
                    "gate_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.941431259050181,
                    "total_bits": 2356985360,
                    "gate_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9486895589844176,
                    "total_bits": 2406343680,
                    "gate_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9702388430504423,
                    "total_bits": 2901196304,
                    "gate_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9744924898994597,
                    "total_bits": 2950554624,
                    "gate_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9841540912166238,
                    "total_bits": 3360210448,
                    "gate_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9848675970478278,
                    "total_bits": 3477813504,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.15,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9880624933070258,
                    "total_bits": 3790289152,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9958388340830999,
                    "total_bits": 4447746304,
                    "gate_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ]
        },
        "model.layers.5.parallel_decoder": {
            "attn": [
                {
                    "accuracy": 0.8242107245482897,
                    "total_bits": 569401344,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8279567123635819,
                    "total_bits": 591945728,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8538351856956357,
                    "total_bits": 647517184,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.894050911755154,
                    "total_bits": 713050112,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9071638752755365,
                    "total_bits": 844115968,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9112912663503697,
                    "total_bits": 845691904,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64,
                            "3": 64
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9313840464149651,
                    "total_bits": 1083191296,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9370732335373759,
                    "total_bits": 1085291520,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9489527276079905,
                    "total_bits": 1095792640,
                    "q_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9513404645810002,
                    "total_bits": 1108393984,
                    "q_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9552004656901485,
                    "total_bits": 1114127360,
                    "q_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9600727253250385,
                    "total_bits": 1123055616,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9593410696344156,
                    "total_bits": 1179148288,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9646750015059584,
                    "total_bits": 1195950080,
                    "q_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9769511380919108,
                    "total_bits": 1440755712,
                    "q_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9819669184446531,
                    "total_bits": 1464385536,
                    "q_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.981896616346938,
                    "total_bits": 1620062208,
                    "q_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9914974339343118,
                    "total_bits": 1779482624,
                    "q_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 32
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9950792235383568,
                    "total_bits": 2156933120,
                    "q_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ],
            "mlp": [
                {
                    "accuracy": 0.7530626482085178,
                    "total_bits": 1238922592,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7581478184775302,
                    "total_bits": 1283618144,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8004949896743423,
                    "total_bits": 1433121792,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "3": 32
                        },
                        "bits": [
                            5,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8126848951766366,
                    "total_bits": 1608233984,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8761257933158624,
                    "total_bits": 1812774416,
                    "gate_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8856924344834528,
                    "total_bits": 1862132736,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9035422401992899,
                    "total_bits": 2002191888,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9368189618383583,
                    "total_bits": 2289099280,
                    "gate_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9423729794982233,
                    "total_bits": 2322850816,
                    "gate_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9372630223239723,
                    "total_bits": 2356985360,
                    "gate_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9449404187892613,
                    "total_bits": 2406343680,
                    "gate_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9681798478490428,
                    "total_bits": 2901196304,
                    "gate_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9726429907605052,
                    "total_bits": 2950554624,
                    "gate_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9831053698435426,
                    "total_bits": 3360210448,
                    "gate_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9838310631580258,
                    "total_bits": 3477813504,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.15,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9873632349956193,
                    "total_bits": 3790289152,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.995590745875808,
                    "total_bits": 4447746304,
                    "gate_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ]
        },
        "model.layers.6.parallel_decoder": {
            "attn": [
                {
                    "accuracy": 0.815581986582593,
                    "total_bits": 569401344,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8193749901103347,
                    "total_bits": 591945728,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8408448664765609,
                    "total_bits": 647517184,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.887744303988783,
                    "total_bits": 713050112,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9046960055435959,
                    "total_bits": 844115968,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9081839103447764,
                    "total_bits": 845691904,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64,
                            "3": 64
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9344430486426542,
                    "total_bits": 1083191296,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9392710844741056,
                    "total_bits": 1085291520,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9471661988155622,
                    "total_bits": 1095792640,
                    "q_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9505191923756349,
                    "total_bits": 1108393984,
                    "q_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9542471149348115,
                    "total_bits": 1114127360,
                    "q_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.958350912471743,
                    "total_bits": 1123055616,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9594633999819818,
                    "total_bits": 1179148288,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9641286682729658,
                    "total_bits": 1195950080,
                    "q_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9772250355270348,
                    "total_bits": 1440755712,
                    "q_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.981986066681872,
                    "total_bits": 1464385536,
                    "q_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.983024598883563,
                    "total_bits": 1620062208,
                    "q_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9905527767014543,
                    "total_bits": 1779482624,
                    "q_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 32
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9955238237315299,
                    "total_bits": 2156933120,
                    "q_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ],
            "mlp": [
                {
                    "accuracy": 0.7515662453676525,
                    "total_bits": 1238922592,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7568442539164895,
                    "total_bits": 1283618144,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7992183126901325,
                    "total_bits": 1433121792,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "3": 32
                        },
                        "bits": [
                            5,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.811385415494442,
                    "total_bits": 1608233984,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8748337755862036,
                    "total_bits": 1812774416,
                    "gate_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8846236810480294,
                    "total_bits": 1862132736,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9023709910872736,
                    "total_bits": 2002191888,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9360834373847434,
                    "total_bits": 2289099280,
                    "gate_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9416629686755569,
                    "total_bits": 2322850816,
                    "gate_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9365374477286088,
                    "total_bits": 2356985360,
                    "gate_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9443303143703624,
                    "total_bits": 2406343680,
                    "gate_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9677854194060752,
                    "total_bits": 2901196304,
                    "gate_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9723187675699592,
                    "total_bits": 2950554624,
                    "gate_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9828646142329824,
                    "total_bits": 3360210448,
                    "gate_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9836183521210363,
                    "total_bits": 3477813504,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.15,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9871560050125577,
                    "total_bits": 3790289152,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9955289121594673,
                    "total_bits": 4447746304,
                    "gate_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ]
        },
        "model.layers.7.parallel_decoder": {
            "attn": [
                {
                    "accuracy": 0.8107332728411022,
                    "total_bits": 569401344,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8159376900447042,
                    "total_bits": 591945728,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8406135963374063,
                    "total_bits": 647517184,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8781071842501038,
                    "total_bits": 713050112,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.903920448434196,
                    "total_bits": 844115968,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9082818938125121,
                    "total_bits": 845691904,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64,
                            "3": 64
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9313536795150292,
                    "total_bits": 1083191296,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9367772566252633,
                    "total_bits": 1085291520,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9449705962875956,
                    "total_bits": 1095792640,
                    "q_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.947813538050181,
                    "total_bits": 1108393984,
                    "q_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9540334439983493,
                    "total_bits": 1114127360,
                    "q_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.95787387145193,
                    "total_bits": 1123055616,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9581782804115823,
                    "total_bits": 1179148288,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9630602138411057,
                    "total_bits": 1195950080,
                    "q_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9763371821885046,
                    "total_bits": 1440755712,
                    "q_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9814432039121656,
                    "total_bits": 1464385536,
                    "q_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9817561485167396,
                    "total_bits": 1620062208,
                    "q_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9909630228985885,
                    "total_bits": 1779482624,
                    "q_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 32
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9951543143435725,
                    "total_bits": 2156933120,
                    "q_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ],
            "mlp": [
                {
                    "accuracy": 0.748958929981056,
                    "total_bits": 1238922592,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7540254969345896,
                    "total_bits": 1283618144,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7975051724597028,
                    "total_bits": 1433121792,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "3": 32
                        },
                        "bits": [
                            5,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8100656086676999,
                    "total_bits": 1608233984,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8739502986795024,
                    "total_bits": 1812774416,
                    "gate_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8837586239372429,
                    "total_bits": 1862132736,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.90200890816356,
                    "total_bits": 2002191888,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9356691066763902,
                    "total_bits": 2289099280,
                    "gate_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9412763908897576,
                    "total_bits": 2322850816,
                    "gate_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.936133798015745,
                    "total_bits": 2356985360,
                    "gate_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9439640440242856,
                    "total_bits": 2406343680,
                    "gate_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.967573695276913,
                    "total_bits": 2901196304,
                    "gate_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.972137770762569,
                    "total_bits": 2950554624,
                    "gate_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9827542179509213,
                    "total_bits": 3360210448,
                    "gate_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9835121309580771,
                    "total_bits": 3477813504,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.15,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.987126076692029,
                    "total_bits": 3790289152,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9954597819351444,
                    "total_bits": 4447746304,
                    "gate_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ]
        },
        "model.layers.8.parallel_decoder": {
            "attn": [
                {
                    "accuracy": 0.8047456023724455,
                    "total_bits": 569401344,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8104331712973745,
                    "total_bits": 591945728,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.83497643392337,
                    "total_bits": 647517184,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8780507908055657,
                    "total_bits": 713050112,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9002421827692735,
                    "total_bits": 844115968,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9047155423383964,
                    "total_bits": 845691904,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64,
                            "3": 64
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9300032781535074,
                    "total_bits": 1083191296,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.935495181793445,
                    "total_bits": 1085291520,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9443446652669656,
                    "total_bits": 1095792640,
                    "q_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9468999338385305,
                    "total_bits": 1108393984,
                    "q_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9524185737889064,
                    "total_bits": 1114127360,
                    "q_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9563165059999416,
                    "total_bits": 1123055616,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9576653728359624,
                    "total_bits": 1179148288,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.961977722809503,
                    "total_bits": 1195950080,
                    "q_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9762129447373905,
                    "total_bits": 1440755712,
                    "q_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9807820670355699,
                    "total_bits": 1464385536,
                    "q_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9822192501374766,
                    "total_bits": 1620062208,
                    "q_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9901643496521405,
                    "total_bits": 1779482624,
                    "q_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 32
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9951822740442463,
                    "total_bits": 2156933120,
                    "q_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ],
            "mlp": [
                {
                    "accuracy": 0.7386978743107695,
                    "total_bits": 1238922592,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7439376366765875,
                    "total_bits": 1283618144,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7894743802516084,
                    "total_bits": 1433121792,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "3": 32
                        },
                        "bits": [
                            5,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8027840135128874,
                    "total_bits": 1608233984,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8685923324603784,
                    "total_bits": 1812774416,
                    "gate_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8788765766902974,
                    "total_bits": 1862132736,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8979901867477518,
                    "total_bits": 2002191888,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9327456950161018,
                    "total_bits": 2289099280,
                    "gate_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9387139170185516,
                    "total_bits": 2322850816,
                    "gate_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9334661815511553,
                    "total_bits": 2356985360,
                    "gate_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9416322650289849,
                    "total_bits": 2406343680,
                    "gate_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9662514843144699,
                    "total_bits": 2901196304,
                    "gate_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.970988751928273,
                    "total_bits": 2950554624,
                    "gate_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9820217723026872,
                    "total_bits": 3360210448,
                    "gate_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9828606453283053,
                    "total_bits": 3477813504,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.15,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.986683388020059,
                    "total_bits": 3790289152,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9952917100469533,
                    "total_bits": 4447746304,
                    "gate_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ]
        },
        "model.layers.9.parallel_decoder": {
            "attn": [
                {
                    "accuracy": 0.7736313295991797,
                    "total_bits": 569401344,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7791065059994396,
                    "total_bits": 591945728,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8040291561107886,
                    "total_bits": 647517184,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8511713578512794,
                    "total_bits": 713050112,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8849593779366267,
                    "total_bits": 844115968,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8892848017184358,
                    "total_bits": 845691904,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64,
                            "3": 64
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9192648892732043,
                    "total_bits": 1083191296,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9251267994312864,
                    "total_bits": 1085291520,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9360768885204667,
                    "total_bits": 1095792640,
                    "q_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9396356913800302,
                    "total_bits": 1108393984,
                    "q_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9450849316229946,
                    "total_bits": 1114127360,
                    "q_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9500741588049814,
                    "total_bits": 1123055616,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9504747405452163,
                    "total_bits": 1179148288,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9562076962503948,
                    "total_bits": 1195950080,
                    "q_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9724683070947465,
                    "total_bits": 1440755712,
                    "q_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9778349738764135,
                    "total_bits": 1464385536,
                    "q_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.979794346433329,
                    "total_bits": 1620062208,
                    "q_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9887716897493718,
                    "total_bits": 1779482624,
                    "q_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 32
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9945479743182659,
                    "total_bits": 2156933120,
                    "q_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ],
            "mlp": [
                {
                    "accuracy": 0.7349854123435522,
                    "total_bits": 1238922592,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7403816859188832,
                    "total_bits": 1283618144,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7861128641586554,
                    "total_bits": 1433121792,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "3": 32
                        },
                        "bits": [
                            5,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7993965788107169,
                    "total_bits": 1608233984,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8669168582480204,
                    "total_bits": 1812774416,
                    "gate_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8773503119223997,
                    "total_bits": 1862132736,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8963077672218022,
                    "total_bits": 2002191888,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9320024806810052,
                    "total_bits": 2289099280,
                    "gate_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9378995606185574,
                    "total_bits": 2322850816,
                    "gate_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9325809508169952,
                    "total_bits": 2356985360,
                    "gate_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9408800187275598,
                    "total_bits": 2406343680,
                    "gate_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9657890172185082,
                    "total_bits": 2901196304,
                    "gate_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9706055810184855,
                    "total_bits": 2950554624,
                    "gate_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9817681685090065,
                    "total_bits": 3360210448,
                    "gate_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9826135362841582,
                    "total_bits": 3477813504,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.15,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9863935311471945,
                    "total_bits": 3790289152,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.995215605037581,
                    "total_bits": 4447746304,
                    "gate_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ]
        },
        "model.layers.10.parallel_decoder": {
            "attn": [
                {
                    "accuracy": 0.7796847463438386,
                    "total_bits": 569401344,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7853555702849438,
                    "total_bits": 591945728,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8113602537073588,
                    "total_bits": 647517184,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.863164372938244,
                    "total_bits": 713050112,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8872247352019736,
                    "total_bits": 844115968,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8915839367791226,
                    "total_bits": 845691904,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64,
                            "3": 64
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9242729193678028,
                    "total_bits": 1083191296,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9300890378654003,
                    "total_bits": 1085291520,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9390973241901711,
                    "total_bits": 1095792640,
                    "q_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9420381373676815,
                    "total_bits": 1108393984,
                    "q_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9453554612241293,
                    "total_bits": 1114127360,
                    "q_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9498999750143603,
                    "total_bits": 1123055616,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9513356670933335,
                    "total_bits": 1179148288,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9566714569534126,
                    "total_bits": 1195950080,
                    "q_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9729251530707667,
                    "total_bits": 1440755712,
                    "q_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9782539667855752,
                    "total_bits": 1464385536,
                    "q_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9803816962398981,
                    "total_bits": 1620062208,
                    "q_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9889138495353492,
                    "total_bits": 1779482624,
                    "q_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 32
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9948459538312531,
                    "total_bits": 2156933120,
                    "q_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ],
            "mlp": [
                {
                    "accuracy": 0.7226200778233378,
                    "total_bits": 1238922592,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.728199351382883,
                    "total_bits": 1283618144,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7769635602047569,
                    "total_bits": 1433121792,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "3": 32
                        },
                        "bits": [
                            5,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7912429582915808,
                    "total_bits": 1608233984,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8604826611515722,
                    "total_bits": 1812774416,
                    "gate_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.871414338875758,
                    "total_bits": 1862132736,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8918185802666765,
                    "total_bits": 2002191888,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9285495980201584,
                    "total_bits": 2289099280,
                    "gate_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9348504819760197,
                    "total_bits": 2322850816,
                    "gate_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9293070287492714,
                    "total_bits": 2356985360,
                    "gate_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9379991298835528,
                    "total_bits": 2406343680,
                    "gate_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9641195722414475,
                    "total_bits": 2901196304,
                    "gate_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9691685329828608,
                    "total_bits": 2950554624,
                    "gate_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.980848460458219,
                    "total_bits": 3360210448,
                    "gate_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9817677342676019,
                    "total_bits": 3477813504,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.15,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9858168356463706,
                    "total_bits": 3790289152,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9949645665964406,
                    "total_bits": 4447746304,
                    "gate_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ]
        },
        "model.layers.11.parallel_decoder": {
            "attn": [
                {
                    "accuracy": 0.7690715613333803,
                    "total_bits": 569401344,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7748913427716807,
                    "total_bits": 591945728,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7988421771871417,
                    "total_bits": 647517184,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8474388804874922,
                    "total_bits": 713050112,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.880972357368783,
                    "total_bits": 844115968,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8865929508679792,
                    "total_bits": 845691904,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64,
                            "3": 64
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9197363441711978,
                    "total_bits": 1083191296,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9269526306735842,
                    "total_bits": 1085291520,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9351971912148752,
                    "total_bits": 1095792640,
                    "q_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9382869740457911,
                    "total_bits": 1108393984,
                    "q_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9435337687793531,
                    "total_bits": 1114127360,
                    "q_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9473975373334006,
                    "total_bits": 1123055616,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9495999849352398,
                    "total_bits": 1179148288,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9538659706319633,
                    "total_bits": 1195950080,
                    "q_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9715087630933052,
                    "total_bits": 1440755712,
                    "q_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9769803641462013,
                    "total_bits": 1464385536,
                    "q_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9794514195405339,
                    "total_bits": 1620062208,
                    "q_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9882122449037668,
                    "total_bits": 1779482624,
                    "q_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 32
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9945097354877936,
                    "total_bits": 2156933120,
                    "q_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ],
            "mlp": [
                {
                    "accuracy": 0.7146821743563602,
                    "total_bits": 1238922592,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7204082478818141,
                    "total_bits": 1283618144,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7704841698470869,
                    "total_bits": 1433121792,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "3": 32
                        },
                        "bits": [
                            5,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7853371489204859,
                    "total_bits": 1608233984,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8561826832592487,
                    "total_bits": 1812774416,
                    "gate_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8674522189325408,
                    "total_bits": 1862132736,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8884660093800018,
                    "total_bits": 2002191888,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9262160104944518,
                    "total_bits": 2289099280,
                    "gate_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9327251002388566,
                    "total_bits": 2322850816,
                    "gate_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9271065776089304,
                    "total_bits": 2356985360,
                    "gate_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9360858315699979,
                    "total_bits": 2406343680,
                    "gate_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9629993732332399,
                    "total_bits": 2901196304,
                    "gate_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9682149270941552,
                    "total_bits": 2950554624,
                    "gate_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9802183398094616,
                    "total_bits": 3360210448,
                    "gate_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9812135197663385,
                    "total_bits": 3477813504,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.15,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9853777314634308,
                    "total_bits": 3790289152,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9947962183505297,
                    "total_bits": 4447746304,
                    "gate_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ]
        },
        "model.layers.12.parallel_decoder": {
            "attn": [
                {
                    "accuracy": 0.7591900994118891,
                    "total_bits": 569401344,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7638060085867581,
                    "total_bits": 591945728,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7898880102132496,
                    "total_bits": 647517184,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8405328800803736,
                    "total_bits": 713050112,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8749447594347753,
                    "total_bits": 844115968,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8791290131446562,
                    "total_bits": 845691904,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64,
                            "3": 64
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9160694489745718,
                    "total_bits": 1083191296,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9214732415582004,
                    "total_bits": 1085291520,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9324962410487627,
                    "total_bits": 1095792640,
                    "q_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9362839578013671,
                    "total_bits": 1108393984,
                    "q_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9398863004814637,
                    "total_bits": 1114127360,
                    "q_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9452013296908454,
                    "total_bits": 1123055616,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9465100294665286,
                    "total_bits": 1179148288,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9524405745691374,
                    "total_bits": 1195950080,
                    "q_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9700924418866634,
                    "total_bits": 1440755712,
                    "q_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9762445888236949,
                    "total_bits": 1464385536,
                    "q_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9783924768041623,
                    "total_bits": 1620062208,
                    "q_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9877748623686401,
                    "total_bits": 1779482624,
                    "q_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 32
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9943150361313632,
                    "total_bits": 2156933120,
                    "q_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ],
            "mlp": [
                {
                    "accuracy": 0.7162225446418712,
                    "total_bits": 1238922592,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7216207459568977,
                    "total_bits": 1283618144,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7700521863604847,
                    "total_bits": 1433121792,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "3": 32
                        },
                        "bits": [
                            5,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7843576046197038,
                    "total_bits": 1608233984,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8572958350965851,
                    "total_bits": 1812774416,
                    "gate_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8702781229819122,
                    "total_bits": 1862132736,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8909026505915743,
                    "total_bits": 2002191888,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9257454930951721,
                    "total_bits": 2289099280,
                    "gate_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9335426312724227,
                    "total_bits": 2322850816,
                    "gate_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9284465274724522,
                    "total_bits": 2356985360,
                    "gate_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9373880791428842,
                    "total_bits": 2406343680,
                    "gate_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9635740570527942,
                    "total_bits": 2901196304,
                    "gate_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9687948197518524,
                    "total_bits": 2950554624,
                    "gate_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9803143651469758,
                    "total_bits": 3360210448,
                    "gate_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9814987436525131,
                    "total_bits": 3477813504,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.15,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9856258771186205,
                    "total_bits": 3790289152,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9947291508464045,
                    "total_bits": 4447746304,
                    "gate_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ]
        },
        "model.layers.13.parallel_decoder": {
            "attn": [
                {
                    "accuracy": 0.7429966114853558,
                    "total_bits": 569401344,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7490624597198086,
                    "total_bits": 591945728,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7780534926997988,
                    "total_bits": 647517184,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8332547572882552,
                    "total_bits": 713050112,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8675722938619161,
                    "total_bits": 844115968,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8706060695020776,
                    "total_bits": 845691904,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64,
                            "3": 64
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9121112988183373,
                    "total_bits": 1083191296,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9155024158719339,
                    "total_bits": 1085291520,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.928743377327919,
                    "total_bits": 1095792640,
                    "q_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9330288063930838,
                    "total_bits": 1108393984,
                    "q_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.934932300036675,
                    "total_bits": 1114127360,
                    "q_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9411749777040983,
                    "total_bits": 1123055616,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.942033332625502,
                    "total_bits": 1179148288,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9487835857036867,
                    "total_bits": 1195950080,
                    "q_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9681761280486458,
                    "total_bits": 1440755712,
                    "q_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9744083017699028,
                    "total_bits": 1464385536,
                    "q_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9772086841005244,
                    "total_bits": 1620062208,
                    "q_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9866515544341191,
                    "total_bits": 1779482624,
                    "q_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 32
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9939727313375395,
                    "total_bits": 2156933120,
                    "q_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ],
            "mlp": [
                {
                    "accuracy": 0.7035046204140312,
                    "total_bits": 1238922592,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.709572885381548,
                    "total_bits": 1283618144,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7611173599174148,
                    "total_bits": 1433121792,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "3": 32
                        },
                        "bits": [
                            5,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7761895950687558,
                    "total_bits": 1608233984,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8508505291844669,
                    "total_bits": 1812774416,
                    "gate_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8624635201535726,
                    "total_bits": 1862132736,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8838710108477819,
                    "total_bits": 2002191888,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9236864351520413,
                    "total_bits": 2289099280,
                    "gate_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9302873431067717,
                    "total_bits": 2322850816,
                    "gate_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9244335260438292,
                    "total_bits": 2356985360,
                    "gate_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9337154320980373,
                    "total_bits": 2406343680,
                    "gate_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9616730738627284,
                    "total_bits": 2901196304,
                    "gate_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9670434968153897,
                    "total_bits": 2950554624,
                    "gate_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9795135454715866,
                    "total_bits": 3360210448,
                    "gate_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9805229848348781,
                    "total_bits": 3477813504,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.15,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9847336875911998,
                    "total_bits": 3790289152,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9945934054711344,
                    "total_bits": 4447746304,
                    "gate_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ]
        },
        "model.layers.14.parallel_decoder": {
            "attn": [
                {
                    "accuracy": 0.7488234890134711,
                    "total_bits": 569401344,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7545175834705955,
                    "total_bits": 591945728,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7830775905596583,
                    "total_bits": 647517184,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8360259928985646,
                    "total_bits": 713050112,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8704301338446767,
                    "total_bits": 844115968,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8754728942325241,
                    "total_bits": 845691904,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64,
                            "3": 64
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9142659020267034,
                    "total_bits": 1083191296,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9205511867215759,
                    "total_bits": 1085291520,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9333126286142751,
                    "total_bits": 1095792640,
                    "q_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9370277084802326,
                    "total_bits": 1108393984,
                    "q_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9370981937176303,
                    "total_bits": 1114127360,
                    "q_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9433583982877041,
                    "total_bits": 1123055616,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9443732389297924,
                    "total_bits": 1179148288,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.95090524509157,
                    "total_bits": 1195950080,
                    "q_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9688993537504422,
                    "total_bits": 1440755712,
                    "q_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9755493628449345,
                    "total_bits": 1464385536,
                    "q_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9776449939726215,
                    "total_bits": 1620062208,
                    "q_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9875224266495359,
                    "total_bits": 1779482624,
                    "q_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 32
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9941461865152967,
                    "total_bits": 2156933120,
                    "q_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ],
            "mlp": [
                {
                    "accuracy": 0.6984497536169856,
                    "total_bits": 1238922592,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7044351971463153,
                    "total_bits": 1283618144,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7564974756617295,
                    "total_bits": 1433121792,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "3": 32
                        },
                        "bits": [
                            5,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7720118459118039,
                    "total_bits": 1608233984,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8473244289818563,
                    "total_bits": 1812774416,
                    "gate_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8594237534623397,
                    "total_bits": 1862132736,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8813747481295937,
                    "total_bits": 2002191888,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9215107720933462,
                    "total_bits": 2289099280,
                    "gate_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9284578193175166,
                    "total_bits": 2322850816,
                    "gate_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9224114792519494,
                    "total_bits": 2356985360,
                    "gate_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9320275442380654,
                    "total_bits": 2406343680,
                    "gate_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9605214508544457,
                    "total_bits": 2901196304,
                    "gate_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9661472238306152,
                    "total_bits": 2950554624,
                    "gate_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9788132442749644,
                    "total_bits": 3360210448,
                    "gate_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.979908272182863,
                    "total_bits": 3477813504,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.15,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9842198952101171,
                    "total_bits": 3790289152,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9944080136177179,
                    "total_bits": 4447746304,
                    "gate_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ]
        },
        "model.layers.15.parallel_decoder": {
            "attn": [
                {
                    "accuracy": 0.7254742642766552,
                    "total_bits": 569401344,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7320832931681683,
                    "total_bits": 591945728,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.762718482629249,
                    "total_bits": 647517184,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8172554577651777,
                    "total_bits": 713050112,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.857430306312285,
                    "total_bits": 844115968,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8628088455451162,
                    "total_bits": 845691904,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64,
                            "3": 64
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9030333224095797,
                    "total_bits": 1083191296,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9104014878210268,
                    "total_bits": 1085291520,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9191750178211614,
                    "total_bits": 1095792640,
                    "q_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.922222776436492,
                    "total_bits": 1108393984,
                    "q_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9311881484953981,
                    "total_bits": 1114127360,
                    "q_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9357794801655569,
                    "total_bits": 1123055616,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9383333760656809,
                    "total_bits": 1179148288,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9438452249098765,
                    "total_bits": 1195950080,
                    "q_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9663019886142329,
                    "total_bits": 1440755712,
                    "q_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9717975308334357,
                    "total_bits": 1464385536,
                    "q_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9758182492499289,
                    "total_bits": 1620062208,
                    "q_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9859683910433791,
                    "total_bits": 1779482624,
                    "q_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 32
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.993479678186735,
                    "total_bits": 2156933120,
                    "q_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ],
            "mlp": [
                {
                    "accuracy": 0.6868655854149869,
                    "total_bits": 1238922592,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.6932044719394885,
                    "total_bits": 1283618144,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7479939958766887,
                    "total_bits": 1433121792,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "3": 32
                        },
                        "bits": [
                            5,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7641343925344317,
                    "total_bits": 1608233984,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.841724454964462,
                    "total_bits": 1812774416,
                    "gate_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8542823603278712,
                    "total_bits": 1862132736,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8772263054392839,
                    "total_bits": 2002191888,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.918639856537706,
                    "total_bits": 2289099280,
                    "gate_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9258834907883092,
                    "total_bits": 2322850816,
                    "gate_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9195590048636261,
                    "total_bits": 2356985360,
                    "gate_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9295735396444798,
                    "total_bits": 2406343680,
                    "gate_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.959072873584534,
                    "total_bits": 2901196304,
                    "gate_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.964943808454432,
                    "total_bits": 2950554624,
                    "gate_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.978057515366297,
                    "total_bits": 3360210448,
                    "gate_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9791769837764533,
                    "total_bits": 3477813504,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.15,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9836664462560102,
                    "total_bits": 3790289152,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9941848539502213,
                    "total_bits": 4447746304,
                    "gate_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ]
        },
        "model.layers.16.parallel_decoder": {
            "attn": [
                {
                    "accuracy": 0.7156933216672194,
                    "total_bits": 569401344,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7221714830712268,
                    "total_bits": 591945728,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7592203864141515,
                    "total_bits": 647517184,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8177403862539091,
                    "total_bits": 713050112,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8540734785952067,
                    "total_bits": 844115968,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8582060148841456,
                    "total_bits": 845691904,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64,
                            "3": 64
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9031937059603239,
                    "total_bits": 1083191296,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9085346836792796,
                    "total_bits": 1085291520,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.915871623707445,
                    "total_bits": 1095792640,
                    "q_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9186498263948842,
                    "total_bits": 1108393984,
                    "q_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9283131174743176,
                    "total_bits": 1114127360,
                    "q_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9328174034231588,
                    "total_bits": 1123055616,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9365306206439671,
                    "total_bits": 1179148288,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.941077032763707,
                    "total_bits": 1195950080,
                    "q_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9651394921698069,
                    "total_bits": 1440755712,
                    "q_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9703545940941886,
                    "total_bits": 1464385536,
                    "q_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9750447224237417,
                    "total_bits": 1620062208,
                    "q_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9855717541159768,
                    "total_bits": 1779482624,
                    "q_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 32
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9933984780340994,
                    "total_bits": 2156933120,
                    "q_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ],
            "mlp": [
                {
                    "accuracy": 0.6856603991044194,
                    "total_bits": 1238922592,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.6922681221836491,
                    "total_bits": 1283618144,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7470678059678328,
                    "total_bits": 1433121792,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "3": 32
                        },
                        "bits": [
                            5,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7632583842465752,
                    "total_bits": 1608233984,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8412372540486486,
                    "total_bits": 1812774416,
                    "gate_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.853905875039728,
                    "total_bits": 1862132736,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8769286180797377,
                    "total_bits": 2002191888,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9183648705090347,
                    "total_bits": 2289099280,
                    "gate_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9256113934281626,
                    "total_bits": 2322850816,
                    "gate_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9193404044367766,
                    "total_bits": 2356985360,
                    "gate_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9293739944696426,
                    "total_bits": 2406343680,
                    "gate_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9589594596702802,
                    "total_bits": 2901196304,
                    "gate_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9648176289506649,
                    "total_bits": 2950554624,
                    "gate_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9779526364352358,
                    "total_bits": 3360210448,
                    "gate_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9791180706141811,
                    "total_bits": 3477813504,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.15,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9836329123201338,
                    "total_bits": 3790289152,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9941618983437749,
                    "total_bits": 4447746304,
                    "gate_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ]
        },
        "model.layers.17.parallel_decoder": {
            "attn": [
                {
                    "accuracy": 0.722044930646294,
                    "total_bits": 569401344,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7289214949858815,
                    "total_bits": 591945728,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7612028514084063,
                    "total_bits": 647517184,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.82002655142232,
                    "total_bits": 713050112,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.855266126362901,
                    "total_bits": 844115968,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8603741836390997,
                    "total_bits": 845691904,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64,
                            "3": 64
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9055871214521558,
                    "total_bits": 1083191296,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9122791278519129,
                    "total_bits": 1085291520,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9184933006763458,
                    "total_bits": 1095792640,
                    "q_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9219367927626559,
                    "total_bits": 1108393984,
                    "q_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9293054728523681,
                    "total_bits": 1114127360,
                    "q_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9338301898617494,
                    "total_bits": 1123055616,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9380995962572725,
                    "total_bits": 1179148288,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9425320840979877,
                    "total_bits": 1195950080,
                    "q_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9657081042073274,
                    "total_bits": 1440755712,
                    "q_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9710309428015822,
                    "total_bits": 1464385536,
                    "q_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9755616280201235,
                    "total_bits": 1620062208,
                    "q_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9857868568873719,
                    "total_bits": 1779482624,
                    "q_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 32
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9934669308315375,
                    "total_bits": 2156933120,
                    "q_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ],
            "mlp": [
                {
                    "accuracy": 0.6833028212973946,
                    "total_bits": 1238922592,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.6897204957510296,
                    "total_bits": 1283618144,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7448720034015806,
                    "total_bits": 1433121792,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "3": 32
                        },
                        "bits": [
                            5,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7614204264000842,
                    "total_bits": 1608233984,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8394535446637555,
                    "total_bits": 1812774416,
                    "gate_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8523417817134606,
                    "total_bits": 1862132736,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8756734744498604,
                    "total_bits": 2002191888,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.917242519753544,
                    "total_bits": 2289099280,
                    "gate_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9246707695879435,
                    "total_bits": 2322850816,
                    "gate_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9185024354802935,
                    "total_bits": 2356985360,
                    "gate_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9286893423842757,
                    "total_bits": 2406343680,
                    "gate_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9585830405550568,
                    "total_bits": 2901196304,
                    "gate_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9645070457144788,
                    "total_bits": 2950554624,
                    "gate_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9777329799376036,
                    "total_bits": 3360210448,
                    "gate_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.978961944923197,
                    "total_bits": 3477813504,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.15,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9835988526771727,
                    "total_bits": 3790289152,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9941068197551527,
                    "total_bits": 4447746304,
                    "gate_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ]
        },
        "model.layers.18.parallel_decoder": {
            "attn": [
                {
                    "accuracy": 0.7081990587083917,
                    "total_bits": 569401344,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7149115095013066,
                    "total_bits": 591945728,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7468550664029623,
                    "total_bits": 647517184,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8116096015039244,
                    "total_bits": 713050112,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8509402102545688,
                    "total_bits": 844115968,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8541486494635281,
                    "total_bits": 845691904,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64,
                            "3": 64
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9071827699479303,
                    "total_bits": 1083191296,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9112626596500999,
                    "total_bits": 1085291520,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9178703925327251,
                    "total_bits": 1095792640,
                    "q_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9214625884043544,
                    "total_bits": 1108393984,
                    "q_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.926250702652492,
                    "total_bits": 1114127360,
                    "q_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9306230007817871,
                    "total_bits": 1123055616,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9351668761749017,
                    "total_bits": 1179148288,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9397704871861559,
                    "total_bits": 1195950080,
                    "q_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9645974592942941,
                    "total_bits": 1440755712,
                    "q_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9699716951305929,
                    "total_bits": 1464385536,
                    "q_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9758046416467742,
                    "total_bits": 1620062208,
                    "q_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9850653218056419,
                    "total_bits": 1779482624,
                    "q_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 32
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9935957839173314,
                    "total_bits": 2156933120,
                    "q_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ],
            "mlp": [
                {
                    "accuracy": 0.6787148510154926,
                    "total_bits": 1238922592,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.6854751612010754,
                    "total_bits": 1283618144,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.739988051747021,
                    "total_bits": 1433121792,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "3": 32
                        },
                        "bits": [
                            5,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7561016819979015,
                    "total_bits": 1608233984,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8376485505386403,
                    "total_bits": 1812774416,
                    "gate_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.850580391915221,
                    "total_bits": 1862132736,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8732375533957231,
                    "total_bits": 2002191888,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.916406262665987,
                    "total_bits": 2289099280,
                    "gate_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9237564808051837,
                    "total_bits": 2322850816,
                    "gate_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9174857521919828,
                    "total_bits": 2356985360,
                    "gate_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9277557577741773,
                    "total_bits": 2406343680,
                    "gate_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9579683914780617,
                    "total_bits": 2901196304,
                    "gate_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.963984229062733,
                    "total_bits": 2950554624,
                    "gate_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9773392820926873,
                    "total_bits": 3360210448,
                    "gate_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9786172842018699,
                    "total_bits": 3477813504,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.15,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9830666102076832,
                    "total_bits": 3790289152,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9939267736320433,
                    "total_bits": 4447746304,
                    "gate_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ]
        },
        "model.layers.19.parallel_decoder": {
            "attn": [
                {
                    "accuracy": 0.7136769828043485,
                    "total_bits": 569401344,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7212567180395126,
                    "total_bits": 591945728,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7540244389521449,
                    "total_bits": 647517184,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8155265230881541,
                    "total_bits": 713050112,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8553772627523071,
                    "total_bits": 844115968,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8581570606482656,
                    "total_bits": 845691904,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64,
                            "3": 64
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9104048860700507,
                    "total_bits": 1083191296,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9139574797529924,
                    "total_bits": 1085291520,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9201227103016878,
                    "total_bits": 1095792640,
                    "q_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9234816373178834,
                    "total_bits": 1108393984,
                    "q_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9280660654369154,
                    "total_bits": 1114127360,
                    "q_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9328993717698675,
                    "total_bits": 1123055616,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9369609581404611,
                    "total_bits": 1179148288,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9419271894975713,
                    "total_bits": 1195950080,
                    "q_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9655537864095286,
                    "total_bits": 1440755712,
                    "q_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9707072013498921,
                    "total_bits": 1464385536,
                    "q_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9764118119093933,
                    "total_bits": 1620062208,
                    "q_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9854375328133372,
                    "total_bits": 1779482624,
                    "q_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 32
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.993725158690818,
                    "total_bits": 2156933120,
                    "q_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ],
            "mlp": [
                {
                    "accuracy": 0.6708441486484127,
                    "total_bits": 1238922592,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.677641337639407,
                    "total_bits": 1283618144,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7328252455121593,
                    "total_bits": 1433121792,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "3": 32
                        },
                        "bits": [
                            5,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.749398495805891,
                    "total_bits": 1608233984,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8333447261860496,
                    "total_bits": 1812774416,
                    "gate_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8465005692682768,
                    "total_bits": 1862132736,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8697703512091386,
                    "total_bits": 2002191888,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9141863117876806,
                    "total_bits": 2289099280,
                    "gate_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9216907679250366,
                    "total_bits": 2322850816,
                    "gate_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9153381774300023,
                    "total_bits": 2356985360,
                    "gate_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9258035256674415,
                    "total_bits": 2406343680,
                    "gate_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9569693711635313,
                    "total_bits": 2901196304,
                    "gate_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9630670403375438,
                    "total_bits": 2950554624,
                    "gate_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9768740595563462,
                    "total_bits": 3360210448,
                    "gate_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9781180867729219,
                    "total_bits": 3477813504,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.15,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9826773429093393,
                    "total_bits": 3790289152,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9938628134979425,
                    "total_bits": 4447746304,
                    "gate_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ]
        },
        "model.layers.20.parallel_decoder": {
            "attn": [
                {
                    "accuracy": 0.7312008644405164,
                    "total_bits": 569401344,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7380257593958002,
                    "total_bits": 591945728,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7688002245206582,
                    "total_bits": 647517184,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8279503360390663,
                    "total_bits": 713050112,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8633418279258829,
                    "total_bits": 844115968,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8665511863012063,
                    "total_bits": 845691904,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64,
                            "3": 64
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9172024326889139,
                    "total_bits": 1083191296,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9212564849539807,
                    "total_bits": 1085291520,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9295285677439288,
                    "total_bits": 1095792640,
                    "q_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9333576397284081,
                    "total_bits": 1108393984,
                    "q_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9326219764587126,
                    "total_bits": 1114127360,
                    "q_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9379489531642512,
                    "total_bits": 1123055616,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9417507595529682,
                    "total_bits": 1179148288,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9473974148889905,
                    "total_bits": 1195950080,
                    "q_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9678513206737607,
                    "total_bits": 1440755712,
                    "q_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9737893075339104,
                    "total_bits": 1464385536,
                    "q_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9783762030695614,
                    "total_bits": 1620062208,
                    "q_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9865923370969923,
                    "total_bits": 1779482624,
                    "q_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 32
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9943031161827477,
                    "total_bits": 2156933120,
                    "q_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ],
            "mlp": [
                {
                    "accuracy": 0.67967505125623,
                    "total_bits": 1238922592,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.6863024258299878,
                    "total_bits": 1283618144,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7405086849865161,
                    "total_bits": 1433121792,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "3": 32
                        },
                        "bits": [
                            5,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7572059560763209,
                    "total_bits": 1608233984,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8374184001433223,
                    "total_bits": 1812774416,
                    "gate_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8503507861965581,
                    "total_bits": 1862132736,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8734663301392606,
                    "total_bits": 2002191888,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9159426449945098,
                    "total_bits": 2289099280,
                    "gate_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9233936994875732,
                    "total_bits": 2322850816,
                    "gate_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.917425425821229,
                    "total_bits": 2356985360,
                    "gate_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.927660046047286,
                    "total_bits": 2406343680,
                    "gate_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9580074135018022,
                    "total_bits": 2901196304,
                    "gate_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9639785658372075,
                    "total_bits": 2950554624,
                    "gate_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9773569342827326,
                    "total_bits": 3360210448,
                    "gate_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9786711270969949,
                    "total_bits": 3477813504,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.15,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9833201338586054,
                    "total_bits": 3790289152,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9939893122370306,
                    "total_bits": 4447746304,
                    "gate_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ]
        },
        "model.layers.21.parallel_decoder": {
            "attn": [
                {
                    "accuracy": 0.7293486697109122,
                    "total_bits": 569401344,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.736378661896053,
                    "total_bits": 591945728,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7678984407531588,
                    "total_bits": 647517184,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8238630400676477,
                    "total_bits": 713050112,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8625789716055519,
                    "total_bits": 844115968,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.865506646664519,
                    "total_bits": 845691904,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64,
                            "3": 64
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9142423562313381,
                    "total_bits": 1083191296,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9181989503926352,
                    "total_bits": 1085291520,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.928245206804652,
                    "total_bits": 1095792640,
                    "q_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9318552809326273,
                    "total_bits": 1108393984,
                    "q_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9320961342830407,
                    "total_bits": 1114127360,
                    "q_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9374560728473098,
                    "total_bits": 1123055616,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9406695270812825,
                    "total_bits": 1179148288,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9467676693671628,
                    "total_bits": 1195950080,
                    "q_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9675731111906076,
                    "total_bits": 1440755712,
                    "q_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9734660103230884,
                    "total_bits": 1464385536,
                    "q_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9775020443883381,
                    "total_bits": 1620062208,
                    "q_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.986066231822693,
                    "total_bits": 1779482624,
                    "q_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 32
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9941035658611279,
                    "total_bits": 2156933120,
                    "q_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ],
            "mlp": [
                {
                    "accuracy": 0.6753834250726198,
                    "total_bits": 1238922592,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.6818714596723255,
                    "total_bits": 1283618144,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7362366185376519,
                    "total_bits": 1433121792,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "3": 32
                        },
                        "bits": [
                            5,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7529422342777252,
                    "total_bits": 1608233984,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8355513215065002,
                    "total_bits": 1812774416,
                    "gate_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8484212340492951,
                    "total_bits": 1862132736,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.871619675112398,
                    "total_bits": 2002191888,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9151282798694937,
                    "total_bits": 2289099280,
                    "gate_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9226232429868296,
                    "total_bits": 2322850816,
                    "gate_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9165873358908453,
                    "total_bits": 2356985360,
                    "gate_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9268049903606114,
                    "total_bits": 2406343680,
                    "gate_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9576422273132362,
                    "total_bits": 2901196304,
                    "gate_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9635899729634586,
                    "total_bits": 2950554624,
                    "gate_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9772198002197241,
                    "total_bits": 3360210448,
                    "gate_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9784889544213289,
                    "total_bits": 3477813504,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.15,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9830496279326709,
                    "total_bits": 3790289152,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9939221288812788,
                    "total_bits": 4447746304,
                    "gate_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ]
        },
        "model.layers.22.parallel_decoder": {
            "attn": [
                {
                    "accuracy": 0.71625646046902,
                    "total_bits": 569401344,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7249977090641072,
                    "total_bits": 591945728,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7546672444594533,
                    "total_bits": 647517184,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8159276490148745,
                    "total_bits": 713050112,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8557952311086028,
                    "total_bits": 844115968,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8592395688358107,
                    "total_bits": 845691904,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64,
                            "3": 64
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9107967375924713,
                    "total_bits": 1083191296,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9155046263415563,
                    "total_bits": 1085291520,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9248101276002432,
                    "total_bits": 1095792640,
                    "q_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9286529583562362,
                    "total_bits": 1108393984,
                    "q_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9287861249360599,
                    "total_bits": 1114127360,
                    "q_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9341860431197443,
                    "total_bits": 1123055616,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9376724281005169,
                    "total_bits": 1179148288,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9436571029456038,
                    "total_bits": 1195950080,
                    "q_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9657724695770364,
                    "total_bits": 1440755712,
                    "q_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9717494970383612,
                    "total_bits": 1464385536,
                    "q_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9766716308597672,
                    "total_bits": 1620062208,
                    "q_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9852621121037948,
                    "total_bits": 1779482624,
                    "q_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 32
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9937895900006161,
                    "total_bits": 2156933120,
                    "q_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ],
            "mlp": [
                {
                    "accuracy": 0.667915815585538,
                    "total_bits": 1238922592,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.6745446426303763,
                    "total_bits": 1283618144,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7298477786151987,
                    "total_bits": 1433121792,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "3": 32
                        },
                        "bits": [
                            5,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7468575709744504,
                    "total_bits": 1608233984,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8314786012235441,
                    "total_bits": 1812774416,
                    "gate_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8446574152300232,
                    "total_bits": 1862132736,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8682369652547335,
                    "total_bits": 2002191888,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9130688993946502,
                    "total_bits": 2289099280,
                    "gate_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9206934494799689,
                    "total_bits": 2322850816,
                    "gate_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9144937141161216,
                    "total_bits": 2356985360,
                    "gate_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.92495453220449,
                    "total_bits": 2406343680,
                    "gate_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9565806776089103,
                    "total_bits": 2901196304,
                    "gate_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9626521826966813,
                    "total_bits": 2950554624,
                    "gate_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9766808130631321,
                    "total_bits": 3360210448,
                    "gate_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9779571498205003,
                    "total_bits": 3477813504,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.15,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9826591843739152,
                    "total_bits": 3790289152,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9938018064651835,
                    "total_bits": 4447746304,
                    "gate_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ]
        },
        "model.layers.23.parallel_decoder": {
            "attn": [
                {
                    "accuracy": 0.7256328957645517,
                    "total_bits": 569401344,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7348425745179779,
                    "total_bits": 591945728,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7660226159189877,
                    "total_bits": 647517184,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8245056624475279,
                    "total_bits": 713050112,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8626116612239888,
                    "total_bits": 844115968,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8654207506854283,
                    "total_bits": 845691904,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64,
                            "3": 64
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9168733327012313,
                    "total_bits": 1083191296,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9204323928999274,
                    "total_bits": 1085291520,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9285953823280961,
                    "total_bits": 1095792640,
                    "q_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9318569494705451,
                    "total_bits": 1108393984,
                    "q_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9321056629874205,
                    "total_bits": 1114127360,
                    "q_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9369037226822815,
                    "total_bits": 1123055616,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9412799790305526,
                    "total_bits": 1179148288,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9465340458248791,
                    "total_bits": 1195950080,
                    "q_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9679291077252281,
                    "total_bits": 1440755712,
                    "q_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9734049978616991,
                    "total_bits": 1464385536,
                    "q_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9785113662579342,
                    "total_bits": 1620062208,
                    "q_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9861706924673758,
                    "total_bits": 1779482624,
                    "q_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 32
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9942816452392819,
                    "total_bits": 2156933120,
                    "q_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ],
            "mlp": [
                {
                    "accuracy": 0.6773760922645268,
                    "total_bits": 1238922592,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.6838012267100184,
                    "total_bits": 1283618144,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7376420035174018,
                    "total_bits": 1433121792,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "3": 32
                        },
                        "bits": [
                            5,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7548019297813114,
                    "total_bits": 1608233984,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8361252154174604,
                    "total_bits": 1812774416,
                    "gate_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8489357099721306,
                    "total_bits": 1862132736,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8723613368837457,
                    "total_bits": 2002191888,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.915083999108327,
                    "total_bits": 2289099280,
                    "gate_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9226807220593879,
                    "total_bits": 2322850816,
                    "gate_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9168569949504576,
                    "total_bits": 2356985360,
                    "gate_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9270449376812107,
                    "total_bits": 2406343680,
                    "gate_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9577650881715511,
                    "total_bits": 2901196304,
                    "gate_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9636812644373429,
                    "total_bits": 2950554624,
                    "gate_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9772296358194006,
                    "total_bits": 3360210448,
                    "gate_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9785766897134875,
                    "total_bits": 3477813504,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.15,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9832981878303384,
                    "total_bits": 3790289152,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9938952861549822,
                    "total_bits": 4447746304,
                    "gate_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ]
        },
        "model.layers.24.parallel_decoder": {
            "attn": [
                {
                    "accuracy": 0.7129431555145664,
                    "total_bits": 569401344,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7203968418271918,
                    "total_bits": 591945728,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7506953152386766,
                    "total_bits": 647517184,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8157632829327333,
                    "total_bits": 713050112,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.854141280447182,
                    "total_bits": 844115968,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8565097619828425,
                    "total_bits": 845691904,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64,
                            "3": 64
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9117766579515055,
                    "total_bits": 1083191296,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9144088829818525,
                    "total_bits": 1085291520,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9240106299127403,
                    "total_bits": 1095792640,
                    "q_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9283093437552452,
                    "total_bits": 1108393984,
                    "q_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9273986514461667,
                    "total_bits": 1114127360,
                    "q_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9330550226333895,
                    "total_bits": 1123055616,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9366179321353373,
                    "total_bits": 1179148288,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9429042970663623,
                    "total_bits": 1195950080,
                    "q_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9655209178791234,
                    "total_bits": 1440755712,
                    "q_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9715113347690356,
                    "total_bits": 1464385536,
                    "q_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9770320410791197,
                    "total_bits": 1620062208,
                    "q_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9850340074810543,
                    "total_bits": 1779482624,
                    "q_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 32
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.993949958086504,
                    "total_bits": 2156933120,
                    "q_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ],
            "mlp": [
                {
                    "accuracy": 0.6816099686057944,
                    "total_bits": 1238922592,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.6880088777918565,
                    "total_bits": 1283618144,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7409435494949943,
                    "total_bits": 1433121792,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "3": 32
                        },
                        "bits": [
                            5,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7575262745744303,
                    "total_bits": 1608233984,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8384746313095093,
                    "total_bits": 1812774416,
                    "gate_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8510816901137954,
                    "total_bits": 1862132736,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8739173914256849,
                    "total_bits": 2002191888,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9165115672114649,
                    "total_bits": 2289099280,
                    "gate_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9239156001100415,
                    "total_bits": 2322850816,
                    "gate_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9180779055153069,
                    "total_bits": 2356985360,
                    "gate_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9280909972363397,
                    "total_bits": 2406343680,
                    "gate_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9584052068622488,
                    "total_bits": 2901196304,
                    "gate_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.964218670502305,
                    "total_bits": 2950554624,
                    "gate_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.977643042214607,
                    "total_bits": 3360210448,
                    "gate_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9788771144751656,
                    "total_bits": 3477813504,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.15,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9834506155824975,
                    "total_bits": 3790289152,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9939730358064959,
                    "total_bits": 4447746304,
                    "gate_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ]
        },
        "model.layers.25.parallel_decoder": {
            "attn": [
                {
                    "accuracy": 0.6937978189242513,
                    "total_bits": 569401344,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7018532392225767,
                    "total_bits": 591945728,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7422999065173299,
                    "total_bits": 647517184,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8018793840157359,
                    "total_bits": 713050112,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8438936228814878,
                    "total_bits": 844115968,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8470720935024714,
                    "total_bits": 845691904,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64,
                            "3": 64
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9110631856479143,
                    "total_bits": 1083191296,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.914277397292225,
                    "total_bits": 1085291520,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9218621540226435,
                    "total_bits": 1095792640,
                    "q_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9259154133890805,
                    "total_bits": 1108393984,
                    "q_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9230147545274935,
                    "total_bits": 1114127360,
                    "q_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9283214454588137,
                    "total_bits": 1123055616,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9361449392806542,
                    "total_bits": 1179148288,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9414969071941941,
                    "total_bits": 1195950080,
                    "q_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9653461158863808,
                    "total_bits": 1440755712,
                    "q_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9708513438603595,
                    "total_bits": 1464385536,
                    "q_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9771509724914244,
                    "total_bits": 1620062208,
                    "q_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9850778437807763,
                    "total_bits": 1779482624,
                    "q_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 32
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9939697964950219,
                    "total_bits": 2156933120,
                    "q_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ],
            "mlp": [
                {
                    "accuracy": 0.6797632206427424,
                    "total_bits": 1238922592,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.6861595064401627,
                    "total_bits": 1283618144,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7383950940872493,
                    "total_bits": 1433121792,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "3": 32
                        },
                        "bits": [
                            5,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7548235450920305,
                    "total_bits": 1608233984,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8370965864313276,
                    "total_bits": 1812774416,
                    "gate_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8498894450695891,
                    "total_bits": 1862132736,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.872640675227893,
                    "total_bits": 2002191888,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9158926251295366,
                    "total_bits": 2289099280,
                    "gate_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9233423240090671,
                    "total_bits": 2322850816,
                    "gate_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.917265422446163,
                    "total_bits": 2356985360,
                    "gate_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9274800776651031,
                    "total_bits": 2406343680,
                    "gate_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9578006214609271,
                    "total_bits": 2901196304,
                    "gate_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9638349742285515,
                    "total_bits": 2950554624,
                    "gate_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9772687986689178,
                    "total_bits": 3360210448,
                    "gate_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9783799962973908,
                    "total_bits": 3477813504,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.15,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9827693257676927,
                    "total_bits": 3790289152,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9932614227168655,
                    "total_bits": 4447746304,
                    "gate_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ]
        },
        "model.layers.26.parallel_decoder": {
            "attn": [
                {
                    "accuracy": 0.6925521045923233,
                    "total_bits": 569401344,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.6997837510548139,
                    "total_bits": 591945728,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7399563373703706,
                    "total_bits": 647517184,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.802501389070561,
                    "total_bits": 713050112,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8431550217302222,
                    "total_bits": 844115968,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8472813771743524,
                    "total_bits": 845691904,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64,
                            "3": 64
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.910710166355497,
                    "total_bits": 1083191296,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9141977543109342,
                    "total_bits": 1085291520,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9215402356103847,
                    "total_bits": 1095792640,
                    "q_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9249964809339297,
                    "total_bits": 1108393984,
                    "q_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9227577542003832,
                    "total_bits": 1114127360,
                    "q_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9280301406979561,
                    "total_bits": 1123055616,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9360387605663977,
                    "total_bits": 1179148288,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9410228157710088,
                    "total_bits": 1195950080,
                    "q_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9650042122720104,
                    "total_bits": 1440755712,
                    "q_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9705175794661045,
                    "total_bits": 1464385536,
                    "q_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9769044806200423,
                    "total_bits": 1620062208,
                    "q_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9848057628903342,
                    "total_bits": 1779482624,
                    "q_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 32
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9938915888166153,
                    "total_bits": 2156933120,
                    "q_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ],
            "mlp": [
                {
                    "accuracy": 0.6682715902203007,
                    "total_bits": 1238922592,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.674738065192574,
                    "total_bits": 1283618144,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7284876147383137,
                    "total_bits": 1433121792,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "3": 32
                        },
                        "bits": [
                            5,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7450825783767199,
                    "total_bits": 1608233984,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8311785439911642,
                    "total_bits": 1812774416,
                    "gate_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8443294779250496,
                    "total_bits": 1862132736,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8675552924212656,
                    "total_bits": 2002191888,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9130367581781588,
                    "total_bits": 2289099280,
                    "gate_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9207589783166584,
                    "total_bits": 2322850816,
                    "gate_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9143949502000683,
                    "total_bits": 2356985360,
                    "gate_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9248492776563293,
                    "total_bits": 2406343680,
                    "gate_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9565832418830771,
                    "total_bits": 2901196304,
                    "gate_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9626293821554435,
                    "total_bits": 2950554624,
                    "gate_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.976753881299182,
                    "total_bits": 3360210448,
                    "gate_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9779560945339894,
                    "total_bits": 3477813504,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.15,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9825395018254456,
                    "total_bits": 3790289152,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9937906637297649,
                    "total_bits": 4447746304,
                    "gate_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ]
        },
        "model.layers.27.parallel_decoder": {
            "attn": [
                {
                    "accuracy": 0.6896816986171823,
                    "total_bits": 569401344,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.6980824039170617,
                    "total_bits": 591945728,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7368380290112997,
                    "total_bits": 647517184,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7999586376704668,
                    "total_bits": 713050112,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8436426132133132,
                    "total_bits": 844115968,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8468994019847167,
                    "total_bits": 845691904,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64,
                            "3": 64
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9092835674160406,
                    "total_bits": 1083191296,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.913198543222327,
                    "total_bits": 1085291520,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9202643368197114,
                    "total_bits": 1095792640,
                    "q_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9243601835087726,
                    "total_bits": 1108393984,
                    "q_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9223779714421222,
                    "total_bits": 1114127360,
                    "q_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.927805190023623,
                    "total_bits": 1123055616,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.934899516599743,
                    "total_bits": 1179148288,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9401831160250463,
                    "total_bits": 1195950080,
                    "q_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9643221929865449,
                    "total_bits": 1440755712,
                    "q_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9700862845700038,
                    "total_bits": 1464385536,
                    "q_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9764235112816095,
                    "total_bits": 1620062208,
                    "q_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9843603408846416,
                    "total_bits": 1779482624,
                    "q_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 32
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9938243217643743,
                    "total_bits": 2156933120,
                    "q_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ],
            "mlp": [
                {
                    "accuracy": 0.6647954198874926,
                    "total_bits": 1238922592,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.6714288498225964,
                    "total_bits": 1283618144,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7250936047026986,
                    "total_bits": 1433121792,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "3": 32
                        },
                        "bits": [
                            5,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7415264507657604,
                    "total_bits": 1608233984,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8295934149309209,
                    "total_bits": 1812774416,
                    "gate_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8428403656733663,
                    "total_bits": 1862132736,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8658709075105817,
                    "total_bits": 2002191888,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9124426933887758,
                    "total_bits": 2289099280,
                    "gate_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9200823705055212,
                    "total_bits": 2322850816,
                    "gate_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9136433050428566,
                    "total_bits": 2356985360,
                    "gate_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9241563160168498,
                    "total_bits": 2406343680,
                    "gate_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9562204057644856,
                    "total_bits": 2901196304,
                    "gate_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9622800867808492,
                    "total_bits": 2950554624,
                    "gate_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9765842083449426,
                    "total_bits": 3360210448,
                    "gate_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9777706594353444,
                    "total_bits": 3477813504,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.15,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9822583567645204,
                    "total_bits": 3790289152,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9937375881709158,
                    "total_bits": 4447746304,
                    "gate_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ]
        },
        "model.layers.28.parallel_decoder": {
            "attn": [
                {
                    "accuracy": 0.6822998868791681,
                    "total_bits": 569401344,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.6905335015372226,
                    "total_bits": 591945728,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7314192935040122,
                    "total_bits": 647517184,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7924628210695166,
                    "total_bits": 713050112,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8390913013564913,
                    "total_bits": 844115968,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8417154950530905,
                    "total_bits": 845691904,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64,
                            "3": 64
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9089908411628321,
                    "total_bits": 1083191296,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9120435377484873,
                    "total_bits": 1085291520,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9189529191506536,
                    "total_bits": 1095792640,
                    "q_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9231987897502749,
                    "total_bits": 1108393984,
                    "q_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9201105521305611,
                    "total_bits": 1114127360,
                    "q_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9253503172413299,
                    "total_bits": 1123055616,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.93335701368357,
                    "total_bits": 1179148288,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9387408187122721,
                    "total_bits": 1195950080,
                    "q_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9638064704639346,
                    "total_bits": 1440755712,
                    "q_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9692535328825838,
                    "total_bits": 1464385536,
                    "q_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9764272997547921,
                    "total_bits": 1620062208,
                    "q_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9843754964439493,
                    "total_bits": 1779482624,
                    "q_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 32
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.993774392200928,
                    "total_bits": 2156933120,
                    "q_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ],
            "mlp": [
                {
                    "accuracy": 0.6584236951250779,
                    "total_bits": 1238922592,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.665103815103832,
                    "total_bits": 1283618144,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7188663106215627,
                    "total_bits": 1433121792,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "3": 32
                        },
                        "bits": [
                            5,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7354285764066797,
                    "total_bits": 1608233984,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8261887525257311,
                    "total_bits": 1812774416,
                    "gate_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.839629999901119,
                    "total_bits": 1862132736,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8628472113295605,
                    "total_bits": 2002191888,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9106680072451893,
                    "total_bits": 2289099280,
                    "gate_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9184775917153609,
                    "total_bits": 2322850816,
                    "gate_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9119529606480348,
                    "total_bits": 2356985360,
                    "gate_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9226436891445988,
                    "total_bits": 2406343680,
                    "gate_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9553935747397573,
                    "total_bits": 2901196304,
                    "gate_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9615449553453609,
                    "total_bits": 2950554624,
                    "gate_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9761573658569863,
                    "total_bits": 3360210448,
                    "gate_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9773520594952922,
                    "total_bits": 3477813504,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.15,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9818920905358697,
                    "total_bits": 3790289152,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9936501559997467,
                    "total_bits": 4447746304,
                    "gate_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ]
        },
        "model.layers.29.parallel_decoder": {
            "attn": [
                {
                    "accuracy": 0.6939345574692676,
                    "total_bits": 569401344,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7020165316368404,
                    "total_bits": 591945728,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7454833474598432,
                    "total_bits": 647517184,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8039759303394117,
                    "total_bits": 713050112,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8451302569163472,
                    "total_bits": 844115968,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8484980954151404,
                    "total_bits": 845691904,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64,
                            "3": 64
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9139691052076063,
                    "total_bits": 1083191296,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9173607310574305,
                    "total_bits": 1085291520,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9230147325678876,
                    "total_bits": 1095792640,
                    "q_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9266584335189116,
                    "total_bits": 1108393984,
                    "q_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9234301361598467,
                    "total_bits": 1114127360,
                    "q_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9284116174829633,
                    "total_bits": 1123055616,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9374812653190211,
                    "total_bits": 1179148288,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9421569265817341,
                    "total_bits": 1195950080,
                    "q_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9659767278323048,
                    "total_bits": 1440755712,
                    "q_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9711950469860121,
                    "total_bits": 1464385536,
                    "q_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.977765075127153,
                    "total_bits": 1620062208,
                    "q_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9856934374149301,
                    "total_bits": 1779482624,
                    "q_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 32
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9942122938626102,
                    "total_bits": 2156933120,
                    "q_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ],
            "mlp": [
                {
                    "accuracy": 0.6645400939803374,
                    "total_bits": 1238922592,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.6711847938989338,
                    "total_bits": 1283618144,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7221406243349376,
                    "total_bits": 1433121792,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "3": 32
                        },
                        "bits": [
                            5,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.737970843911171,
                    "total_bits": 1608233984,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8291451303582442,
                    "total_bits": 1812774416,
                    "gate_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8423855390987898,
                    "total_bits": 1862132736,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.864400920507155,
                    "total_bits": 2002191888,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9120776898374683,
                    "total_bits": 2289099280,
                    "gate_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9197387269845134,
                    "total_bits": 2322850816,
                    "gate_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9134326241910458,
                    "total_bits": 2356985360,
                    "gate_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9239288742997145,
                    "total_bits": 2406343680,
                    "gate_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9561267322615573,
                    "total_bits": 2901196304,
                    "gate_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9621876090961068,
                    "total_bits": 2950554624,
                    "gate_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9765156944723505,
                    "total_bits": 3360210448,
                    "gate_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9777279467763085,
                    "total_bits": 3477813504,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.15,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9820309412714682,
                    "total_bits": 3790289152,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9936973091067844,
                    "total_bits": 4447746304,
                    "gate_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ]
        },
        "model.layers.30.parallel_decoder": {
            "attn": [
                {
                    "accuracy": 0.6757655943694867,
                    "total_bits": 569401344,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.6883481105691509,
                    "total_bits": 591945728,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.71919095594632,
                    "total_bits": 647517184,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7847125326332293,
                    "total_bits": 713050112,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8328563504313168,
                    "total_bits": 844115968,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8364145159721375,
                    "total_bits": 845691904,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64,
                            "3": 64
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9062755078469452,
                    "total_bits": 1083191296,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9098271862848809,
                    "total_bits": 1085291520,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9170595593750477,
                    "total_bits": 1095792640,
                    "q_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9211078923391669,
                    "total_bits": 1108393984,
                    "q_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9172799514704629,
                    "total_bits": 1114127360,
                    "q_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9229266341579587,
                    "total_bits": 1123055616,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9309726096689701,
                    "total_bits": 1179148288,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9363009970831244,
                    "total_bits": 1195950080,
                    "q_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9625950978186569,
                    "total_bits": 1440755712,
                    "q_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9681047777596273,
                    "total_bits": 1464385536,
                    "q_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9759877198620847,
                    "total_bits": 1620062208,
                    "q_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9839372897618696,
                    "total_bits": 1779482624,
                    "q_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 32
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.99374170162666,
                    "total_bits": 2156933120,
                    "q_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ],
            "mlp": [
                {
                    "accuracy": 0.656755888148358,
                    "total_bits": 1238922592,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.6637238389567325,
                    "total_bits": 1283618144,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7148054053908901,
                    "total_bits": 1433121792,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "3": 32
                        },
                        "bits": [
                            5,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7305154918055785,
                    "total_bits": 1608233984,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8249809749816593,
                    "total_bits": 1812774416,
                    "gate_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8386148700588628,
                    "total_bits": 1862132736,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8606162890791893,
                    "total_bits": 2002191888,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9100009606857049,
                    "total_bits": 2289099280,
                    "gate_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9178722359632191,
                    "total_bits": 2322850816,
                    "gate_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9113190985823932,
                    "total_bits": 2356985360,
                    "gate_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9220889971444481,
                    "total_bits": 2406343680,
                    "gate_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9550404729027497,
                    "total_bits": 2901196304,
                    "gate_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9612542055547237,
                    "total_bits": 2950554624,
                    "gate_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9759149687658799,
                    "total_bits": 3360210448,
                    "gate_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9771925748178834,
                    "total_bits": 3477813504,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.15,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9814820671944242,
                    "total_bits": 3790289152,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9936291449703276,
                    "total_bits": 4447746304,
                    "gate_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ]
        },
        "model.layers.31.parallel_decoder": {
            "attn": [
                {
                    "accuracy": 0.6899688408563012,
                    "total_bits": 569401344,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7016142591049797,
                    "total_bits": 591945728,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7320210141570944,
                    "total_bits": 647517184,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7963634580373764,
                    "total_bits": 713050112,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8399807399040774,
                    "total_bits": 844115968,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8434369317010829,
                    "total_bits": 845691904,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64,
                            "3": 64
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9109970013562002,
                    "total_bits": 1083191296,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.913976037384648,
                    "total_bits": 1085291520,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9201581233034009,
                    "total_bits": 1095792640,
                    "q_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9240343178573408,
                    "total_bits": 1108393984,
                    "q_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9207297022405424,
                    "total_bits": 1114127360,
                    "q_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9260692141557995,
                    "total_bits": 1123055616,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9339897134586385,
                    "total_bits": 1179148288,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9388270068325495,
                    "total_bits": 1195950080,
                    "q_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9641435197309444,
                    "total_bits": 1440755712,
                    "q_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9695756257952828,
                    "total_bits": 1464385536,
                    "q_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9769705010970172,
                    "total_bits": 1620062208,
                    "q_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9846145862125253,
                    "total_bits": 1779482624,
                    "q_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 32
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9939828578039611,
                    "total_bits": 2156933120,
                    "q_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ],
            "mlp": [
                {
                    "accuracy": 0.661298396556001,
                    "total_bits": 1238922592,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.6682320197946148,
                    "total_bits": 1283618144,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7168870136926049,
                    "total_bits": 1433121792,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "3": 32
                        },
                        "bits": [
                            5,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7319204979821256,
                    "total_bits": 1608233984,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8272900969574326,
                    "total_bits": 1812774416,
                    "gate_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8407272178875773,
                    "total_bits": 1862132736,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8617177566415385,
                    "total_bits": 2002191888,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9111314859045179,
                    "total_bits": 2289099280,
                    "gate_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9188709439415681,
                    "total_bits": 2322850816,
                    "gate_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9125056676566601,
                    "total_bits": 2356985360,
                    "gate_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9231070095771238,
                    "total_bits": 2406343680,
                    "gate_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9556564117144597,
                    "total_bits": 2901196304,
                    "gate_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9617528977166665,
                    "total_bits": 2950554624,
                    "gate_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9762555517158226,
                    "total_bits": 3360210448,
                    "gate_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9774821094286285,
                    "total_bits": 3477813504,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.15,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9815474891250855,
                    "total_bits": 3790289152,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9936371886073366,
                    "total_bits": 4447746304,
                    "gate_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ]
        },
        "model.layers.32.parallel_decoder": {
            "attn": [
                {
                    "accuracy": 0.6922642957223089,
                    "total_bits": 569401344,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7058346647965281,
                    "total_bits": 591945728,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7382832914590836,
                    "total_bits": 647517184,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7967319657143793,
                    "total_bits": 713050112,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8441953894339109,
                    "total_bits": 844115968,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.846458480546349,
                    "total_bits": 845691904,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64,
                            "3": 64
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9128944275802687,
                    "total_bits": 1083191296,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9151545839482232,
                    "total_bits": 1085291520,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9207792348767582,
                    "total_bits": 1095792640,
                    "q_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9247286084451174,
                    "total_bits": 1108393984,
                    "q_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9227825271848001,
                    "total_bits": 1114127360,
                    "q_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9274197446280404,
                    "total_bits": 1123055616,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9355977021745945,
                    "total_bits": 1179148288,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9405639169639662,
                    "total_bits": 1195950080,
                    "q_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9654139754803557,
                    "total_bits": 1440755712,
                    "q_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.970444508338053,
                    "total_bits": 1464385536,
                    "q_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9775141654045958,
                    "total_bits": 1620062208,
                    "q_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.984847119176074,
                    "total_bits": 1779482624,
                    "q_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 32
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.994091457920149,
                    "total_bits": 2156933120,
                    "q_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ],
            "mlp": [
                {
                    "accuracy": 0.6513247756581557,
                    "total_bits": 1238922592,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.6583910443280873,
                    "total_bits": 1283618144,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7077840378409939,
                    "total_bits": 1433121792,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "3": 32
                        },
                        "bits": [
                            5,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7229721538330379,
                    "total_bits": 1608233984,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8218430602236798,
                    "total_bits": 1812774416,
                    "gate_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8358835719133678,
                    "total_bits": 1862132736,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.857122866730941,
                    "total_bits": 2002191888,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9084505689771551,
                    "total_bits": 2289099280,
                    "gate_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9163728411260404,
                    "total_bits": 2322850816,
                    "gate_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.909700509356825,
                    "total_bits": 2356985360,
                    "gate_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9207202482380366,
                    "total_bits": 2406343680,
                    "gate_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9541887005693034,
                    "total_bits": 2901196304,
                    "gate_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9605495053294458,
                    "total_bits": 2950554624,
                    "gate_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9754225121516931,
                    "total_bits": 3360210448,
                    "gate_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.976758098033698,
                    "total_bits": 3477813504,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.15,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9808494396703807,
                    "total_bits": 3790289152,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9934758043259775,
                    "total_bits": 4447746304,
                    "gate_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ]
        },
        "model.layers.33.parallel_decoder": {
            "attn": [
                {
                    "accuracy": 0.6963218607400593,
                    "total_bits": 569401344,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7038651359708685,
                    "total_bits": 591945728,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7380553209467938,
                    "total_bits": 647517184,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.801931578077768,
                    "total_bits": 713050112,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8472710938045853,
                    "total_bits": 844115968,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8496521864282458,
                    "total_bits": 845691904,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64,
                            "3": 64
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9114780000558025,
                    "total_bits": 1083191296,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9144467129126975,
                    "total_bits": 1085291520,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9199146922481687,
                    "total_bits": 1095792640,
                    "q_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9240200627399118,
                    "total_bits": 1108393984,
                    "q_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.924069947121959,
                    "total_bits": 1114127360,
                    "q_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9287982957535669,
                    "total_bits": 1123055616,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9345898259627192,
                    "total_bits": 1179148288,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9395428223437384,
                    "total_bits": 1195950080,
                    "q_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9645911415940837,
                    "total_bits": 1440755712,
                    "q_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9697944498375842,
                    "total_bits": 1464385536,
                    "q_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9771627936708299,
                    "total_bits": 1620062208,
                    "q_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9849721533981594,
                    "total_bits": 1779482624,
                    "q_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 32
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9940393723571967,
                    "total_bits": 2156933120,
                    "q_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ],
            "mlp": [
                {
                    "accuracy": 0.6552368371110213,
                    "total_bits": 1238922592,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.6623380152802718,
                    "total_bits": 1283618144,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7099754951502147,
                    "total_bits": 1433121792,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "3": 32
                        },
                        "bits": [
                            5,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7247524183047445,
                    "total_bits": 1608233984,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8239781048737074,
                    "total_bits": 1812774416,
                    "gate_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8376875166830263,
                    "total_bits": 1862132736,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8581853532477429,
                    "total_bits": 2002191888,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9094227411245045,
                    "total_bits": 2289099280,
                    "gate_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9172675666448317,
                    "total_bits": 2322850816,
                    "gate_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9108082334461965,
                    "total_bits": 2356985360,
                    "gate_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9216302192132724,
                    "total_bits": 2406343680,
                    "gate_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9548051812146839,
                    "total_bits": 2901196304,
                    "gate_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9610344672477559,
                    "total_bits": 2950554624,
                    "gate_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9758089720026443,
                    "total_bits": 3360210448,
                    "gate_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9770583217277339,
                    "total_bits": 3477813504,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.15,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9810408274888208,
                    "total_bits": 3790289152,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9935653981458592,
                    "total_bits": 4447746304,
                    "gate_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ]
        },
        "model.layers.34.parallel_decoder": {
            "attn": [
                {
                    "accuracy": 0.7107985317707062,
                    "total_bits": 569401344,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7179214303430759,
                    "total_bits": 591945728,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7496324216848926,
                    "total_bits": 647517184,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8090226681608903,
                    "total_bits": 713050112,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8544872783516583,
                    "total_bits": 844115968,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8565733922939551,
                    "total_bits": 845691904,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64,
                            "3": 64
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9154607259521359,
                    "total_bits": 1083191296,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.918013835619939,
                    "total_bits": 1085291520,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9236523352171245,
                    "total_bits": 1095792640,
                    "q_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9270921882830168,
                    "total_bits": 1108393984,
                    "q_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9272748716175556,
                    "total_bits": 1114127360,
                    "q_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9319004254709733,
                    "total_bits": 1123055616,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9372862066681448,
                    "total_bits": 1179148288,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9419022910296917,
                    "total_bits": 1195950080,
                    "q_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9661301170524798,
                    "total_bits": 1440755712,
                    "q_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.971041896625569,
                    "total_bits": 1464385536,
                    "q_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.978017031607267,
                    "total_bits": 1620062208,
                    "q_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9855623376604757,
                    "total_bits": 1779482624,
                    "q_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 32
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9942377630351601,
                    "total_bits": 2156933120,
                    "q_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ],
            "mlp": [
                {
                    "accuracy": 0.6708885352862508,
                    "total_bits": 1238922592,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.6778182818701393,
                    "total_bits": 1283618144,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7219399103992863,
                    "total_bits": 1433121792,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "3": 32
                        },
                        "bits": [
                            5,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7359335100964496,
                    "total_bits": 1608233984,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8319959722851452,
                    "total_bits": 1812774416,
                    "gate_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8450927440273135,
                    "total_bits": 1862132736,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8640990284712691,
                    "total_bits": 2002191888,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9131818756853279,
                    "total_bits": 2289099280,
                    "gate_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9207187114577544,
                    "total_bits": 2322850816,
                    "gate_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9148072702319998,
                    "total_bits": 2356985360,
                    "gate_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9251352891718087,
                    "total_bits": 2406343680,
                    "gate_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9567724181045043,
                    "total_bits": 2901196304,
                    "gate_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9627057733504396,
                    "total_bits": 2950554624,
                    "gate_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9766607507082977,
                    "total_bits": 3360210448,
                    "gate_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9780640785435313,
                    "total_bits": 3477813504,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.15,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9817498009651899,
                    "total_bits": 3790289152,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9937041400637674,
                    "total_bits": 4447746304,
                    "gate_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ]
        },
        "model.layers.35.parallel_decoder": {
            "attn": [
                {
                    "accuracy": 0.7171997082860846,
                    "total_bits": 569401344,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.725040380107729,
                    "total_bits": 591945728,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7566226948248713,
                    "total_bits": 647517184,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8136450154216666,
                    "total_bits": 713050112,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8575266242811554,
                    "total_bits": 844115968,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8591013899759242,
                    "total_bits": 845691904,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64,
                            "3": 64
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9170810635152616,
                    "total_bits": 1083191296,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.918627020363745,
                    "total_bits": 1085291520,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9255061869166399,
                    "total_bits": 1095792640,
                    "q_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9294952663936114,
                    "total_bits": 1108393984,
                    "q_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9286894541429846,
                    "total_bits": 1114127360,
                    "q_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9335983668110872,
                    "total_bits": 1123055616,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9384625422719278,
                    "total_bits": 1179148288,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9436958396905347,
                    "total_bits": 1195950080,
                    "q_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.966793111574493,
                    "total_bits": 1440755712,
                    "q_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9718918903289657,
                    "total_bits": 1464385536,
                    "q_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9785179930592054,
                    "total_bits": 1620062208,
                    "q_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9857834488349525,
                    "total_bits": 1779482624,
                    "q_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 32
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9943144606230291,
                    "total_bits": 2156933120,
                    "q_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ],
            "mlp": [
                {
                    "accuracy": 0.6909885367280559,
                    "total_bits": 1238922592,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.6974941452867107,
                    "total_bits": 1283618144,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7374909433879351,
                    "total_bits": 1433121792,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "3": 32
                        },
                        "bits": [
                            5,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7508270152305302,
                    "total_bits": 1608233984,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8420022945655019,
                    "total_bits": 1812774416,
                    "gate_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8543729668385104,
                    "total_bits": 1862132736,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8718132855076539,
                    "total_bits": 2002191888,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9178560125200372,
                    "total_bits": 2289099280,
                    "gate_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9251005100576501,
                    "total_bits": 2322850816,
                    "gate_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9198296646538534,
                    "total_bits": 2356985360,
                    "gate_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9296070090249965,
                    "total_bits": 2406343680,
                    "gate_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9593483076283806,
                    "total_bits": 2901196304,
                    "gate_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9649712372767298,
                    "total_bits": 2950554624,
                    "gate_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.978004362042013,
                    "total_bits": 3360210448,
                    "gate_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9793703400676972,
                    "total_bits": 3477813504,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.15,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9827831015480977,
                    "total_bits": 3790289152,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.994011095884305,
                    "total_bits": 4447746304,
                    "gate_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ]
        },
        "model.layers.36.parallel_decoder": {
            "attn": [
                {
                    "accuracy": 0.7213719745999889,
                    "total_bits": 569401344,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7290491697035337,
                    "total_bits": 591945728,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7595865902932066,
                    "total_bits": 647517184,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8181056890048479,
                    "total_bits": 713050112,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8594366633578351,
                    "total_bits": 844115968,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.861029534747726,
                    "total_bits": 845691904,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64,
                            "3": 64
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9196018104098345,
                    "total_bits": 1083191296,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9210800555975813,
                    "total_bits": 1085291520,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9273467954052121,
                    "total_bits": 1095792640,
                    "q_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9307894934164851,
                    "total_bits": 1108393984,
                    "q_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.929405860014652,
                    "total_bits": 1114127360,
                    "q_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9341722619964888,
                    "total_bits": 1123055616,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9395632772265297,
                    "total_bits": 1179148288,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9444364159318962,
                    "total_bits": 1195950080,
                    "q_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9674186887415617,
                    "total_bits": 1440755712,
                    "q_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9723262868233418,
                    "total_bits": 1464385536,
                    "q_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9788498476539788,
                    "total_bits": 1620062208,
                    "q_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9861751752415377,
                    "total_bits": 1779482624,
                    "q_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 32
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9944322142921584,
                    "total_bits": 2156933120,
                    "q_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ],
            "mlp": [
                {
                    "accuracy": 0.724594091114245,
                    "total_bits": 1238922592,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7302750552955426,
                    "total_bits": 1283618144,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7655927276140765,
                    "total_bits": 1433121792,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "3": 32
                        },
                        "bits": [
                            5,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7780233652968156,
                    "total_bits": 1608233984,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8588722171752077,
                    "total_bits": 1812774416,
                    "gate_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8698680114589239,
                    "total_bits": 1862132736,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8855697036181626,
                    "total_bits": 2002191888,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9260031192710525,
                    "total_bits": 2289099280,
                    "gate_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.932735244694509,
                    "total_bits": 2322850816,
                    "gate_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9283406224689985,
                    "total_bits": 2356985360,
                    "gate_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9370640696663606,
                    "total_bits": 2406343680,
                    "gate_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9636576687426943,
                    "total_bits": 2901196304,
                    "gate_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9686734752827569,
                    "total_bits": 2950554624,
                    "gate_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9802317325712034,
                    "total_bits": 3360210448,
                    "gate_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9815959532402063,
                    "total_bits": 3477813504,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.15,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9847454907078492,
                    "total_bits": 3790289152,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.994590239893449,
                    "total_bits": 4447746304,
                    "gate_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ]
        },
        "model.layers.37.parallel_decoder": {
            "attn": [
                {
                    "accuracy": 0.7548464552352303,
                    "total_bits": 569401344,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7616012206203059,
                    "total_bits": 591945728,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7908231208198949,
                    "total_bits": 647517184,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8409638506801504,
                    "total_bits": 713050112,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8776418539254289,
                    "total_bits": 844115968,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8789408846121085,
                    "total_bits": 845691904,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64,
                            "3": 64
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9315280471193164,
                    "total_bits": 1083191296,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9327412484899947,
                    "total_bits": 1085291520,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9371868191581023,
                    "total_bits": 1095792640,
                    "q_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.940622944973017,
                    "total_bits": 1108393984,
                    "q_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9387862190212074,
                    "total_bits": 1114127360,
                    "q_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9425935732494843,
                    "total_bits": 1123055616,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9482429717716417,
                    "total_bits": 1179148288,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9521485247502202,
                    "total_bits": 1195950080,
                    "q_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9720430638837186,
                    "total_bits": 1440755712,
                    "q_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9761348859357991,
                    "total_bits": 1464385536,
                    "q_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9823110677105816,
                    "total_bits": 1620062208,
                    "q_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9880481785604436,
                    "total_bits": 1779482624,
                    "q_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 32
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9953837228669343,
                    "total_bits": 2156933120,
                    "q_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ],
            "mlp": [
                {
                    "accuracy": 0.7623579490341639,
                    "total_bits": 1238922592,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7670783075062853,
                    "total_bits": 1283618144,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7974184190756396,
                    "total_bits": 1433121792,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "3": 32
                        },
                        "bits": [
                            5,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8087939357287005,
                    "total_bits": 1608233984,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8775475064390584,
                    "total_bits": 1812774416,
                    "gate_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8871887473291472,
                    "total_bits": 1862132736,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9010848881382691,
                    "total_bits": 2002191888,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9351696460262725,
                    "total_bits": 2289099280,
                    "gate_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.941374092509872,
                    "total_bits": 2322850816,
                    "gate_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9377743841001862,
                    "total_bits": 2356985360,
                    "gate_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9454123554261107,
                    "total_bits": 2406343680,
                    "gate_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9683755605824684,
                    "total_bits": 2901196304,
                    "gate_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9727911207530844,
                    "total_bits": 2950554624,
                    "gate_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9826489484035655,
                    "total_bits": 3360210448,
                    "gate_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9840141733814227,
                    "total_bits": 3477813504,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.15,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9869070248923412,
                    "total_bits": 3790289152,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9951908423344752,
                    "total_bits": 4447746304,
                    "gate_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ]
        },
        "model.layers.38.parallel_decoder": {
            "attn": [
                {
                    "accuracy": 0.7772837936093933,
                    "total_bits": 569401344,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7855220523319746,
                    "total_bits": 591945728,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8113950612513643,
                    "total_bits": 647517184,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8596607819199562,
                    "total_bits": 713050112,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8875914935610796,
                    "total_bits": 844115968,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8891719975753835,
                    "total_bits": 845691904,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64,
                            "3": 64
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.938785339656629,
                    "total_bits": 1083191296,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9401412050386793,
                    "total_bits": 1085291520,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9439130364672134,
                    "total_bits": 1095792640,
                    "q_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9470307306435547,
                    "total_bits": 1108393984,
                    "q_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9438774589645236,
                    "total_bits": 1114127360,
                    "q_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.947319667100122,
                    "total_bits": 1123055616,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9532799298237813,
                    "total_bits": 1179148288,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9568053256524236,
                    "total_bits": 1195950080,
                    "q_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.974747434307478,
                    "total_bits": 1440755712,
                    "q_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9784978185045091,
                    "total_bits": 1464385536,
                    "q_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.984243188028861,
                    "total_bits": 1620062208,
                    "q_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9891498070455303,
                    "total_bits": 1779482624,
                    "q_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 32
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9958338448165083,
                    "total_bits": 2156933120,
                    "q_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ],
            "mlp": [
                {
                    "accuracy": 0.7915827733905691,
                    "total_bits": 1238922592,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.7956308742102823,
                    "total_bits": 1283618144,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8237330972364074,
                    "total_bits": 1433121792,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "3": 32
                        },
                        "bits": [
                            5,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8345226543514352,
                    "total_bits": 1608233984,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.891683035383099,
                    "total_bits": 1812774416,
                    "gate_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9007002397587425,
                    "total_bits": 1862132736,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9136527249295461,
                    "total_bits": 2002191888,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9421446768468932,
                    "total_bits": 2289099280,
                    "gate_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9481229844846224,
                    "total_bits": 2322850816,
                    "gate_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.944724324502443,
                    "total_bits": 2356985360,
                    "gate_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9517643476199162,
                    "total_bits": 2406343680,
                    "gate_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.971776788171969,
                    "total_bits": 2901196304,
                    "gate_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9758656023462352,
                    "total_bits": 2950554624,
                    "gate_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9843188635024586,
                    "total_bits": 3360210448,
                    "gate_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9856757504473391,
                    "total_bits": 3477813504,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.15,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9885568035472381,
                    "total_bits": 3790289152,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.995460576377809,
                    "total_bits": 4447746304,
                    "gate_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ]
        },
        "model.layers.39.parallel_decoder": {
            "attn": [
                {
                    "accuracy": 0.8210751661344579,
                    "total_bits": 569401344,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8289682014208091,
                    "total_bits": 591945728,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8571071499272397,
                    "total_bits": 647517184,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8992623455430332,
                    "total_bits": 713050112,
                    "q_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9120914036113965,
                    "total_bits": 844115968,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9133482144067162,
                    "total_bits": 845691904,
                    "q_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64,
                            "3": 64
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9500430620422489,
                    "total_bits": 1083191296,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9510170038985579,
                    "total_bits": 1085291520,
                    "q_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9542409081600214,
                    "total_bits": 1095792640,
                    "q_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 64
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9564360216456025,
                    "total_bits": 1108393984,
                    "q_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9560824823810866,
                    "total_bits": 1114127360,
                    "q_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9588684571024618,
                    "total_bits": 1123055616,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9642946713260914,
                    "total_bits": 1179148288,
                    "q_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 64
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 64,
                            "4": 64
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9670476415439656,
                    "total_bits": 1195950080,
                    "q_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "5": 32
                        },
                        "bits": [
                            5
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9805920269144209,
                    "total_bits": 1440755712,
                    "q_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9834845041071898,
                    "total_bits": 1464385536,
                    "q_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9869313000603334,
                    "total_bits": 1620062208,
                    "q_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9913333870323473,
                    "total_bits": 1779482624,
                    "q_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 32
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "6": 32
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9965546581906414,
                    "total_bits": 2156933120,
                    "q_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "k_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "v_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "o_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ],
            "mlp": [
                {
                    "accuracy": 0.8674638420343399,
                    "total_bits": 1238922592,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8701913486185827,
                    "total_bits": 1283618144,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "6": 32,
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            6,
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.05,
                            0.2,
                            0.75
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.8902020660278044,
                    "total_bits": 1433121792,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "3": 32
                        },
                        "bits": [
                            5,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.897370621758072,
                    "total_bits": 1608233984,
                    "gate_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "3": 64,
                            "2": 64
                        },
                        "bits": [
                            3,
                            2
                        ],
                        "bits_prop": [
                            0.3,
                            0.7
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9315309036327035,
                    "total_bits": 1812774416,
                    "gate_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128,
                            "3": 128
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9379808236109584,
                    "total_bits": 1862132736,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            8,
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9463284303875346,
                    "total_bits": 2002191888,
                    "gate_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32,
                            "3": 32
                        },
                        "bits": [
                            4,
                            3
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9635350728701604,
                    "total_bits": 2289099280,
                    "gate_proj": {
                        "group_size": {
                            "4": 128
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 128
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9672422130641184,
                    "total_bits": 2322850816,
                    "gate_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "4": 32
                        },
                        "bits": [
                            4
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9648778783647638,
                    "total_bits": 2356985360,
                    "gate_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 128,
                            "4": 128
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9696146689453408,
                    "total_bits": 2406343680,
                    "gate_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "5": 32,
                            "4": 32
                        },
                        "bits": [
                            8,
                            5,
                            4
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9818656742572784,
                    "total_bits": 2901196304,
                    "gate_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128,
                            "5": 128
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9846734919977423,
                    "total_bits": 2950554624,
                    "gate_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.25,
                            0.75
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 32,
                            "5": 32
                        },
                        "bits": [
                            8,
                            6,
                            5
                        ],
                        "bits_prop": [
                            0.05,
                            0.1,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9898122774044934,
                    "total_bits": 3360210448,
                    "gate_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "6": 128
                        },
                        "bits": [
                            6
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 32,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.05,
                            0.95
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9907017366372441,
                    "total_bits": 3477813504,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.15,
                            0.85
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9927157992006916,
                    "total_bits": 3790289152,
                    "gate_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128,
                            "6": 128
                        },
                        "bits": [
                            8,
                            6
                        ],
                        "bits_prop": [
                            0.1,
                            0.9
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                },
                {
                    "accuracy": 0.9969278792911944,
                    "total_bits": 4447746304,
                    "gate_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "up_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    },
                    "down_proj": {
                        "group_size": {
                            "8": 128
                        },
                        "bits": [
                            8
                        ],
                        "bits_prop": [
                            1
                        ],
                        "scale_bits": 4
                    }
                }
            ]
        },
        "model.norm.norm": null,
        "lm_head.linear": null
    },
    "last_module_idx": 42
}