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"rel_err_quant_only": 0.571472, "rel_err_loftq": 0.475571 }, { "module": "model.layers.15.self_attn.v_proj", "rel_err_quant_only": 0.583362, "rel_err_loftq": 0.487769 }, { "module": "model.layers.15.self_attn.o_proj", "rel_err_quant_only": 0.564932, "rel_err_loftq": 0.497493 }, { "module": "model.layers.15.mlp.gate_proj", "rel_err_quant_only": 0.568194, "rel_err_loftq": 0.497835 }, { "module": "model.layers.15.mlp.up_proj", "rel_err_quant_only": 0.56732, "rel_err_loftq": 0.49712 }, { "module": "model.layers.15.mlp.down_proj", "rel_err_quant_only": 0.568418, "rel_err_loftq": 0.505244 } ], "backbone_dir": "/scratch/jeesup0103/safety_quant/models/Llama-3.2-1B-Instruct-loftq2", "init_adapter_dir": "/scratch/jeesup0103/safety_quant/models/Llama-3.2-1B-Instruct-loftq2/loftq_init", "reference": "Li et al., LoftQ, ICLR 2024, arXiv:2310.08659" }