{
    "measurement": {
        "model.layers.0": {
            "accuracy": 0.9724436340038665,
            "total_bits": 832045056.0,
            "o_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.1": {
            "accuracy": 0.9742336794734001,
            "total_bits": 832045056.0,
            "o_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.2": {
            "accuracy": 0.9743453479022719,
            "total_bits": 832045056.0,
            "o_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.3": {
            "accuracy": 0.9728944995440543,
            "total_bits": 832045056.0,
            "o_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.4": {
            "accuracy": 0.9719419548637234,
            "total_bits": 832045056.0,
            "o_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.5": {
            "accuracy": 0.9724181958008558,
            "total_bits": 832045056.0,
            "o_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.6": {
            "accuracy": 0.9673449019319378,
            "total_bits": 832045056.0,
            "o_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.7": {
            "accuracy": 0.9880880096025066,
            "total_bits": 786825216.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.8": {
            "accuracy": 0.9894325943605509,
            "total_bits": 786825216.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.9": {
            "accuracy": 0.9884741210989887,
            "total_bits": 786825216.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.10": {
            "accuracy": 0.9875325196044287,
            "total_bits": 786825216.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.11": {
            "accuracy": 0.9882755563594401,
            "total_bits": 786825216.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.12": {
            "accuracy": 0.9881337507104035,
            "total_bits": 786825216.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.13": {
            "accuracy": 0.9875854060665006,
            "total_bits": 786825216.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.14": {
            "accuracy": 0.9870891972677782,
            "total_bits": 786825216.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.15": {
            "accuracy": 0.9867504658468533,
            "total_bits": 786825216.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.16": {
            "accuracy": 0.9801667189749423,
            "total_bits": 832045056.0,
            "o_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.17": {
            "accuracy": 0.990139056724729,
            "total_bits": 786825216.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.18": {
            "accuracy": 0.9891062806273112,
            "total_bits": 786825216.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.19": {
            "accuracy": 0.9861994145030621,
            "total_bits": 786825216.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.20": {
            "accuracy": 0.9865079082956072,
            "total_bits": 786825216.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.21": {
            "accuracy": 0.9833653933892492,
            "total_bits": 786825216.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.22": {
            "accuracy": 0.9856840915745124,
            "total_bits": 832045056.0,
            "o_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.23": {
            "accuracy": 0.9849393175099976,
            "total_bits": 832045056.0,
            "o_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.24": {
            "accuracy": 0.9839110090688337,
            "total_bits": 832045056.0,
            "o_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.25": {
            "accuracy": 0.9849444307328667,
            "total_bits": 832045056.0,
            "o_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.26": {
            "accuracy": 0.9809935875528026,
            "total_bits": 786825216.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.27": {
            "accuracy": 0.9842479661456309,
            "total_bits": 832045056.0,
            "o_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.28": {
            "accuracy": 0.9828384715074208,
            "total_bits": 832045056.0,
            "o_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.29": {
            "accuracy": 0.983858243591385,
            "total_bits": 832045056.0,
            "o_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.30": {
            "accuracy": 0.9823532946174964,
            "total_bits": 832045056.0,
            "o_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.31": {
            "accuracy": 0.9828728725260589,
            "total_bits": 832045056.0,
            "o_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.32": {
            "accuracy": 0.9822730309679173,
            "total_bits": 832045056.0,
            "o_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 32
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.33": {
            "accuracy": 0.9848659632261842,
            "total_bits": 786825216.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.34": {
            "accuracy": 0.9992914507165551,
            "total_bits": 786825216.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        },
        "model.layers.35": {
            "accuracy": 0.9989371998235583,
            "total_bits": 786825216.0,
            "o_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "down_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "q_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "k_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "v_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "gate_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            },
            "up_proj": {
                "group_size": {
                    "4": 128
                },
                "bits": [
                    4
                ],
                "bits_prop": [
                    1
                ],
                "scale_bits": 4,
                "scale_groups:": 32
            }
        }
    }
}