{
    "measurement": {
        "model.layers.0": {
            "accuracy": 0.9382696151733398,
            "total_bits": 446084128,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.2,
                    0.8
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.2,
                    0.8
                ],
                "scale_bits": 4
            }
        },
        "model.layers.1": {
            "accuracy": 0.9415526390075684,
            "total_bits": 578335776,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.35,
                    0.65
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.35,
                    0.65
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.5,
                    0.5
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.35,
                    0.65
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.35,
                    0.65
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.35,
                    0.65
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.5,
                    0.5
                ],
                "scale_bits": 4
            }
        },
        "model.layers.2": {
            "accuracy": 0.9650976061820984,
            "total_bits": 424064032,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            }
        },
        "model.layers.3": {
            "accuracy": 0.9562180042266846,
            "total_bits": 424064032,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            }
        },
        "model.layers.4": {
            "accuracy": 0.9498416185379028,
            "total_bits": 424064032,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            }
        },
        "model.layers.5": {
            "accuracy": 0.9452450275421143,
            "total_bits": 424064032,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            }
        },
        "model.layers.6": {
            "accuracy": 0.9379130601882935,
            "total_bits": 424064032,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            }
        },
        "model.layers.7": {
            "accuracy": 0.932453989982605,
            "total_bits": 424064032,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.01,
                    0.99
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            }
        },
        "model.layers.8": {
            "accuracy": 0.9342072010040283,
            "total_bits": 446084128,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.2,
                    0.8
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.2,
                    0.8
                ],
                "scale_bits": 4
            }
        },
        "model.layers.9": {
            "accuracy": 0.932488203048706,
            "total_bits": 446084128,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.2,
                    0.8
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.2,
                    0.8
                ],
                "scale_bits": 4
            }
        },
        "model.layers.10": {
            "accuracy": 0.9288740158081055,
            "total_bits": 446084128,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.2,
                    0.8
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.02,
                    0.98
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.2,
                    0.8
                ],
                "scale_bits": 4
            }
        },
        "model.layers.11": {
            "accuracy": 0.9333758354187012,
            "total_bits": 478983200,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.4,
                    0.6
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.4,
                    0.6
                ],
                "scale_bits": 4
            }
        },
        "model.layers.12": {
            "accuracy": 0.9322373867034912,
            "total_bits": 478983200,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.4,
                    0.6
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.4,
                    0.6
                ],
                "scale_bits": 4
            }
        },
        "model.layers.13": {
            "accuracy": 0.9323720932006836,
            "total_bits": 478983200,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.4,
                    0.6
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.4,
                    0.6
                ],
                "scale_bits": 4
            }
        },
        "model.layers.14": {
            "accuracy": 0.9289882183074951,
            "total_bits": 478983200,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.4,
                    0.6
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.4,
                    0.6
                ],
                "scale_bits": 4
            }
        },
        "model.layers.15": {
            "accuracy": 0.9291183948516846,
            "total_bits": 478983200,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.4,
                    0.6
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.4,
                    0.6
                ],
                "scale_bits": 4
            }
        },
        "model.layers.16": {
            "accuracy": 0.9419481754302979,
            "total_bits": 569947168,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1.0
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1.0
                ],
                "scale_bits": 4
            }
        },
        "model.layers.17": {
            "accuracy": 0.9265720844268799,
            "total_bits": 478983200,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.4,
                    0.6
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.4,
                    0.6
                ],
                "scale_bits": 4
            }
        },
        "model.layers.18": {
            "accuracy": 0.9266581535339355,
            "total_bits": 478983200,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.4,
                    0.6
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.4,
                    0.6
                ],
                "scale_bits": 4
            }
        },
        "model.layers.19": {
            "accuracy": 0.9268605709075928,
            "total_bits": 478983200,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.4,
                    0.6
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.4,
                    0.6
                ],
                "scale_bits": 4
            }
        },
        "model.layers.20": {
            "accuracy": 0.9419999122619629,
            "total_bits": 569947168,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1.0
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1.0
                ],
                "scale_bits": 4
            }
        },
        "model.layers.21": {
            "accuracy": 0.928084135055542,
            "total_bits": 478983200,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.4,
                    0.6
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.05,
                    0.95
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.4,
                    0.6
                ],
                "scale_bits": 4
            }
        },
        "model.layers.22": {
            "accuracy": 0.941460132598877,
            "total_bits": 569947168,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1.0
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1.0
                ],
                "scale_bits": 4
            }
        },
        "model.layers.23": {
            "accuracy": 0.9415285587310791,
            "total_bits": 569947168,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1.0
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1.0
                ],
                "scale_bits": 4
            }
        },
        "model.layers.24": {
            "accuracy": 0.9416172504425049,
            "total_bits": 569947168,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1.0
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1.0
                ],
                "scale_bits": 4
            }
        },
        "model.layers.25": {
            "accuracy": 0.9402132034301758,
            "total_bits": 569947168,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1.0
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1.0
                ],
                "scale_bits": 4
            }
        },
        "model.layers.26": {
            "accuracy": 0.939831018447876,
            "total_bits": 569947168,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1.0
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1.0
                ],
                "scale_bits": 4
            }
        },
        "model.layers.27": {
            "accuracy": 0.9388439655303955,
            "total_bits": 569947168,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1.0
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.1,
                    0.9
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1.0
                ],
                "scale_bits": 4
            }
        },
        "model.layers.28": {
            "accuracy": 0.9380154609680176,
            "total_bits": 578335776,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.35,
                    0.65
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.35,
                    0.65
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.5,
                    0.5
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.35,
                    0.65
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.35,
                    0.65
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.35,
                    0.65
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.5,
                    0.5
                ],
                "scale_bits": 4
            }
        },
        "model.layers.29": {
            "accuracy": 0.9371981620788574,
            "total_bits": 578335776,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.35,
                    0.65
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.35,
                    0.65
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.5,
                    0.5
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.35,
                    0.65
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.35,
                    0.65
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.35,
                    0.65
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.5,
                    0.5
                ],
                "scale_bits": 4
            }
        },
        "model.layers.30": {
            "accuracy": 0.93943190574646,
            "total_bits": 675329056,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.5,
                    0.5
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.5,
                    0.5
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1.0
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.5,
                    0.5
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.5,
                    0.5
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.5,
                    0.5
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1.0
                ],
                "scale_bits": 4
            }
        },
        "model.layers.31": {
            "accuracy": 0.9260892868041992,
            "total_bits": 578335776,
            "q_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.35,
                    0.65
                ],
                "scale_bits": 4
            },
            "k_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.35,
                    0.65
                ],
                "scale_bits": 4
            },
            "v_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.5,
                    0.5
                ],
                "scale_bits": 4
            },
            "o_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.35,
                    0.65
                ],
                "scale_bits": 4
            },
            "up_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.35,
                    0.65
                ],
                "scale_bits": 4
            },
            "gate_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.35,
                    0.65
                ],
                "scale_bits": 4
            },
            "down_proj": {
                "group_size": {
                    "4": 128,
                    "2": 128
                },
                "bits": [
                    4,
                    2
                ],
                "bits_prop": [
                    0.5,
                    0.5
                ],
                "scale_bits": 4
            }
        }
    }
}