{
    "measurement": {
        "model.layers.0": {
            "accuracy": 0.9487631320953369,
            "total_bits": 2835941376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.1": {
            "accuracy": 0.9478018283843994,
            "total_bits": 4536972288,
            "o_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
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.2": {
            "accuracy": 0.994245171546936,
            "total_bits": 2819429376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.3": {
            "accuracy": 0.9924256950616837,
            "total_bits": 2819429376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.4": {
            "accuracy": 0.9926851540803909,
            "total_bits": 2819429376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.5": {
            "accuracy": 0.9936855286359787,
            "total_bits": 2835941376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.6": {
            "accuracy": 0.9920395910739899,
            "total_bits": 2819429376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.7": {
            "accuracy": 0.990494579076767,
            "total_bits": 2819429376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.8": {
            "accuracy": 0.9869102537631989,
            "total_bits": 2819429376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.9": {
            "accuracy": 0.9853537678718567,
            "total_bits": 3612134400,
            "o_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
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.10": {
            "accuracy": 0.9929160326719284,
            "total_bits": 2819429376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.11": {
            "accuracy": 0.9905238151550293,
            "total_bits": 2819429376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.12": {
            "accuracy": 0.9921557605266571,
            "total_bits": 2819429376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.13": {
            "accuracy": 0.990594893693924,
            "total_bits": 2819429376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.14": {
            "accuracy": 0.9898644089698792,
            "total_bits": 2819429376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.15": {
            "accuracy": 0.9894305467605591,
            "total_bits": 2835941376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.16": {
            "accuracy": 0.9886626899242401,
            "total_bits": 2835941376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.17": {
            "accuracy": 0.9876098334789276,
            "total_bits": 2835941376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.18": {
            "accuracy": 0.9869653880596161,
            "total_bits": 2835941376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.19": {
            "accuracy": 0.9854689836502075,
            "total_bits": 2819429376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.20": {
            "accuracy": 0.9855058491230011,
            "total_bits": 2819429376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.21": {
            "accuracy": 0.9843261241912842,
            "total_bits": 2835941376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.22": {
            "accuracy": 0.9847646951675415,
            "total_bits": 2819429376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.23": {
            "accuracy": 0.9841473996639252,
            "total_bits": 2835941376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.24": {
            "accuracy": 0.9850512444972992,
            "total_bits": 2819429376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.25": {
            "accuracy": 0.9847174286842346,
            "total_bits": 2819429376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.26": {
            "accuracy": 0.9846987724304199,
            "total_bits": 2819429376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.27": {
            "accuracy": 0.984461784362793,
            "total_bits": 2819429376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.28": {
            "accuracy": 0.9837183952331543,
            "total_bits": 2835941376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.29": {
            "accuracy": 0.9837198257446289,
            "total_bits": 2819429376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.30": {
            "accuracy": 0.9834283590316772,
            "total_bits": 2819429376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.31": {
            "accuracy": 0.9827946126461029,
            "total_bits": 2819429376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.32": {
            "accuracy": 0.9824259281158447,
            "total_bits": 2819429376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.33": {
            "accuracy": 0.9819822311401367,
            "total_bits": 2819429376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.34": {
            "accuracy": 0.98142009973526,
            "total_bits": 2819429376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.35": {
            "accuracy": 0.9807520508766174,
            "total_bits": 2835941376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.36": {
            "accuracy": 0.9788774251937866,
            "total_bits": 2819429376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.37": {
            "accuracy": 0.9790645241737366,
            "total_bits": 2819429376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.38": {
            "accuracy": 0.9782818555831909,
            "total_bits": 2819429376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.39": {
            "accuracy": 0.9774917960166931,
            "total_bits": 2819429376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.40": {
            "accuracy": 0.9761770963668823,
            "total_bits": 2835941376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.41": {
            "accuracy": 0.9753961563110352,
            "total_bits": 2819429376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.42": {
            "accuracy": 0.9743584394454956,
            "total_bits": 2835941376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.43": {
            "accuracy": 0.9731584787368774,
            "total_bits": 2835941376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.44": {
            "accuracy": 0.9721503853797913,
            "total_bits": 2835941376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.45": {
            "accuracy": 0.9706391096115112,
            "total_bits": 2835941376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.46": {
            "accuracy": 0.9688339233398438,
            "total_bits": 2835941376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.47": {
            "accuracy": 0.9655101299285889,
            "total_bits": 2819429376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.48": {
            "accuracy": 0.9647103548049927,
            "total_bits": 2819429376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.49": {
            "accuracy": 0.9636069536209106,
            "total_bits": 2835941376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.50": {
            "accuracy": 0.9621212482452393,
            "total_bits": 2835941376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.51": {
            "accuracy": 0.9569460153579712,
            "total_bits": 2819429376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.52": {
            "accuracy": 0.9562126398086548,
            "total_bits": 2819429376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.53": {
            "accuracy": 0.9556828737258911,
            "total_bits": 2819429376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.54": {
            "accuracy": 0.9547269344329834,
            "total_bits": 2835941376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.55": {
            "accuracy": 0.9530478715896606,
            "total_bits": 2835941376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.56": {
            "accuracy": 0.9536477327346802,
            "total_bits": 2835941376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.57": {
            "accuracy": 0.9498465061187744,
            "total_bits": 2819429376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.58": {
            "accuracy": 0.951591968536377,
            "total_bits": 2835941376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.59": {
            "accuracy": 0.9517421722412109,
            "total_bits": 2835941376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.60": {
            "accuracy": 0.9457488059997559,
            "total_bits": 2819429376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.61": {
            "accuracy": 0.9460670948028564,
            "total_bits": 2819429376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.62": {
            "accuracy": 0.9470970630645752,
            "total_bits": 2951546880,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.63": {
            "accuracy": 0.9530951976776123,
            "total_bits": 3612134400,
            "o_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
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.64": {
            "accuracy": 0.9517624378204346,
            "total_bits": 3612134400,
            "o_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
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.65": {
            "accuracy": 0.9511089324951172,
            "total_bits": 3612134400,
            "o_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
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.66": {
            "accuracy": 0.9515960216522217,
            "total_bits": 3612134400,
            "o_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
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.67": {
            "accuracy": 0.9487390518188477,
            "total_bits": 3612134400,
            "o_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
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.68": {
            "accuracy": 0.9485330581665039,
            "total_bits": 3612134400,
            "o_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
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.69": {
            "accuracy": 0.9476757049560547,
            "total_bits": 3612134400,
            "o_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
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.70": {
            "accuracy": 0.9481034278869629,
            "total_bits": 3612134400,
            "o_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
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.71": {
            "accuracy": 0.9462430477142334,
            "total_bits": 3612134400,
            "o_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
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.72": {
            "accuracy": 0.9458508491516113,
            "total_bits": 3612134400,
            "o_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
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.73": {
            "accuracy": 0.9439396858215332,
            "total_bits": 3612134400,
            "o_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
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.74": {
            "accuracy": 0.9449906349182129,
            "total_bits": 3760763904,
            "o_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
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.75": {
            "accuracy": 0.9470458030700684,
            "total_bits": 3744251904,
            "o_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
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.76": {
            "accuracy": 0.9567208290100098,
            "total_bits": 2819429376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.77": {
            "accuracy": 0.9830636978149414,
            "total_bits": 2819429376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.78": {
            "accuracy": 0.9900097846984863,
            "total_bits": 2819429376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        },
        "model.layers.79": {
            "accuracy": 0.9898395538330078,
            "total_bits": 2819429376,
            "o_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "2": 64
                },
                "bits": [
                    2
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4
            },
            "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
            },
            "gate_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
            }
        }
    }
}