{
    "measurement": {
        "model.layers.0": {
            "accuracy": 0.9774280267301947,
            "total_bits": 1988444160.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.1": {
            "accuracy": 0.979808229021728,
            "total_bits": 1988444160.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.2": {
            "accuracy": 0.9833880708320066,
            "total_bits": 1907834880.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.3": {
            "accuracy": 0.9813712932809722,
            "total_bits": 1907834880.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.4": {
            "accuracy": 0.982365628471598,
            "total_bits": 1907834880.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.5": {
            "accuracy": 0.9806460069958121,
            "total_bits": 1988444160.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.6": {
            "accuracy": 0.9834032412036322,
            "total_bits": 2102722560.0,
            "o_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.7": {
            "accuracy": 0.9821719300816767,
            "total_bits": 1451540480.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.8": {
            "accuracy": 0.985435267095454,
            "total_bits": 1673707520.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.9": {
            "accuracy": 0.9862758388189832,
            "total_bits": 1442283520.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.10": {
            "accuracy": 0.9866171181201935,
            "total_bits": 1442283520.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.11": {
            "accuracy": 0.9859971911937464,
            "total_bits": 1451540480.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.12": {
            "accuracy": 0.985051059658872,
            "total_bits": 1442283520.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.13": {
            "accuracy": 0.9854843073990196,
            "total_bits": 1451540480.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.14": {
            "accuracy": 0.9862457206763793,
            "total_bits": 1451540480.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.15": {
            "accuracy": 0.9865853489609435,
            "total_bits": 1451540480.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.16": {
            "accuracy": 0.987276211992139,
            "total_bits": 1451540480.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.17": {
            "accuracy": 0.987157837691484,
            "total_bits": 1451540480.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.18": {
            "accuracy": 0.98646844382165,
            "total_bits": 1451540480.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.19": {
            "accuracy": 0.9858414335467387,
            "total_bits": 1451540480.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.20": {
            "accuracy": 0.9845815218286589,
            "total_bits": 1451540480.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.21": {
            "accuracy": 0.9839314067503437,
            "total_bits": 1525596160.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.22": {
            "accuracy": 0.9820500311907381,
            "total_bits": 1516339200.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.23": {
            "accuracy": 0.9808617235685233,
            "total_bits": 1451540480.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.24": {
            "accuracy": 0.9812766579561867,
            "total_bits": 1653227520.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.25": {
            "accuracy": 0.9832447303342633,
            "total_bits": 1673707520.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.26": {
            "accuracy": 0.9816350680193864,
            "total_bits": 1673707520.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.27": {
            "accuracy": 0.9812095816305373,
            "total_bits": 1673707520.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.28": {
            "accuracy": 0.9807323368440848,
            "total_bits": 1673707520.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.29": {
            "accuracy": 0.980840009462554,
            "total_bits": 1673707520.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.30": {
            "accuracy": 0.9815722158818971,
            "total_bits": 1673707520.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.31": {
            "accuracy": 0.9827237674617209,
            "total_bits": 1673707520.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.32": {
            "accuracy": 0.9824795336462557,
            "total_bits": 1673707520.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.33": {
            "accuracy": 0.9823813666589558,
            "total_bits": 1673707520.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.34": {
            "accuracy": 0.9833740670001134,
            "total_bits": 1673707520.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.35": {
            "accuracy": 0.9833290620299522,
            "total_bits": 1673707520.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.36": {
            "accuracy": 0.9810442902962677,
            "total_bits": 1673707520.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.37": {
            "accuracy": 0.9805779054295272,
            "total_bits": 1673707520.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.38": {
            "accuracy": 0.9795972040155903,
            "total_bits": 1673707520.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.39": {
            "accuracy": 0.979535614955239,
            "total_bits": 1673707520.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.40": {
            "accuracy": 0.9857919288915582,
            "total_bits": 1907834880.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.41": {
            "accuracy": 0.9851354799175169,
            "total_bits": 1907834880.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.42": {
            "accuracy": 0.984572310873773,
            "total_bits": 1907834880.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.43": {
            "accuracy": 0.9798949168180116,
            "total_bits": 2102722560.0,
            "o_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.44": {
            "accuracy": 0.9810187924886122,
            "total_bits": 1673707520.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.45": {
            "accuracy": 0.979574806347955,
            "total_bits": 1673707520.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.46": {
            "accuracy": 0.9794538663118146,
            "total_bits": 1726464000.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.47": {
            "accuracy": 0.9847805036988575,
            "total_bits": 1907834880.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.48": {
            "accuracy": 0.9829237425001338,
            "total_bits": 1907834880.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.49": {
            "accuracy": 0.9832551916479133,
            "total_bits": 1907834880.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.50": {
            "accuracy": 0.9860156927607022,
            "total_bits": 1988444160.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.51": {
            "accuracy": 0.9837650270783342,
            "total_bits": 1988444160.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.52": {
            "accuracy": 0.9833500220265705,
            "total_bits": 1988444160.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.53": {
            "accuracy": 0.9816716767963953,
            "total_bits": 1988444160.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.54": {
            "accuracy": 0.9818111677304842,
            "total_bits": 1988444160.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.55": {
            "accuracy": 0.9820321718871128,
            "total_bits": 1988444160.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.56": {
            "accuracy": 0.9826360529987141,
            "total_bits": 1988444160.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.57": {
            "accuracy": 0.98280025596614,
            "total_bits": 1988444160.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.58": {
            "accuracy": 0.9851444542873651,
            "total_bits": 1907834880.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.59": {
            "accuracy": 0.9957845042226836,
            "total_bits": 1442283520.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.60": {
            "accuracy": 0.9971412243321538,
            "total_bits": 1451540480.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.61": {
            "accuracy": 0.9959207735955715,
            "total_bits": 1442283520.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.62": {
            "accuracy": 0.9954170882701874,
            "total_bits": 1442283520.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.63": {
            "accuracy": 0.9917106227949262,
            "total_bits": 1442283520.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "2": 32
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        }
    }
}