quant_strategy.json

{
    "measurement": {
        "model.layers.0": {
            "accuracy": 0.9339244365692139,
            "total_bits": 948410304,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.1": {
            "accuracy": 0.9436135292053223,
            "total_bits": 1000017984,
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.2": {
            "accuracy": 0.9168438911437988,
            "total_bits": 948410304,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.3": {
            "accuracy": 0.9223074913024902,
            "total_bits": 793587264,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.4": {
            "accuracy": 0.9608471393585205,
            "total_bits": 948410304,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.5": {
            "accuracy": 0.952864408493042,
            "total_bits": 948410304,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.6": {
            "accuracy": 0.9446820020675659,
            "total_bits": 948410304,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.7": {
            "accuracy": 0.9390496015548706,
            "total_bits": 948410304,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.8": {
            "accuracy": 0.9552386999130249,
            "total_bits": 1087754304,
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.9": {
            "accuracy": 0.9490244388580322,
            "total_bits": 1087754304,
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.10": {
            "accuracy": 0.9368650913238525,
            "total_bits": 1000017984,
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.11": {
            "accuracy": 0.9476808309555054,
            "total_bits": 1087754304,
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.12": {
            "accuracy": 0.9470912218093872,
            "total_bits": 1087754304,
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.13": {
            "accuracy": 0.9430832862854004,
            "total_bits": 1087754304,
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.14": {
            "accuracy": 0.9439389705657959,
            "total_bits": 1087754304,
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.15": {
            "accuracy": 0.9439332485198975,
            "total_bits": 1087754304,
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.16": {
            "accuracy": 0.9440999031066895,
            "total_bits": 1087754304,
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.17": {
            "accuracy": 0.9471895694732666,
            "total_bits": 1087754304,
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.18": {
            "accuracy": 0.9494073390960693,
            "total_bits": 1087754304,
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.19": {
            "accuracy": 0.9488849639892578,
            "total_bits": 1087754304,
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.20": {
            "accuracy": 0.9503352642059326,
            "total_bits": 1087754304,
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.21": {
            "accuracy": 0.9481878280639648,
            "total_bits": 1036146624,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.22": {
            "accuracy": 0.9538521766662598,
            "total_bits": 1036146624,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.23": {
            "accuracy": 0.9393115043640137,
            "total_bits": 896802624,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.24": {
            "accuracy": 0.9418978691101074,
            "total_bits": 896802624,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.25": {
            "accuracy": 0.9443831443786621,
            "total_bits": 896802624,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.26": {
            "accuracy": 0.9461843967437744,
            "total_bits": 896802624,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.27": {
            "accuracy": 0.941464900970459,
            "total_bits": 793587264,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.28": {
            "accuracy": 0.941779375076294,
            "total_bits": 793587264,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.29": {
            "accuracy": 0.9443304538726807,
            "total_bits": 793587264,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.30": {
            "accuracy": 0.9447779655456543,
            "total_bits": 793587264,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.31": {
            "accuracy": 0.9453842639923096,
            "total_bits": 793587264,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.32": {
            "accuracy": 0.9458856582641602,
            "total_bits": 793587264,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.33": {
            "accuracy": 0.9466953277587891,
            "total_bits": 793587264,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.34": {
            "accuracy": 0.9436078071594238,
            "total_bits": 793587264,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.35": {
            "accuracy": 0.9442713260650635,
            "total_bits": 793587264,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.36": {
            "accuracy": 0.9433915615081787,
            "total_bits": 845194944,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.37": {
            "accuracy": 0.9390325546264648,
            "total_bits": 793587264,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.38": {
            "accuracy": 0.9476704597473145,
            "total_bits": 896802624,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        },
        "model.layers.39": {
            "accuracy": 0.8386138677597046,
            "total_bits": 1175490624,
            "q_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            }
        }
    }
}