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change to autoround format
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{
"_name_or_path": "/models/internlm2_5-7b-chat",
"architectures": [
"InternLM2ForCausalLM"
],
"attn_implementation": "eager",
"auto_map": {
"AutoConfig": "configuration_internlm2.InternLM2Config",
"AutoModel": "modeling_internlm2.InternLM2ForCausalLM",
"AutoModelForCausalLM": "modeling_internlm2.InternLM2ForCausalLM"
},
"bias": false,
"bos_token_id": 1,
"eos_token_id": 2,
"hidden_act": "silu",
"hidden_size": 4096,
"initializer_range": 0.02,
"intermediate_size": 14336,
"max_position_embeddings": 32768,
"model_type": "internlm2",
"num_attention_heads": 32,
"num_hidden_layers": 32,
"num_key_value_heads": 8,
"pad_token_id": 2,
"pretraining_tp": 1,
"quantization_config": {
"amp": true,
"autoround_version": "0.4.2.dev",
"backend": "auto_round:gptq:exllamav2",
"batch_size": 8,
"bits": 4,
"data_type": "int",
"dataset": "NeelNanda/pile-10k",
"enable_minmax_tuning": true,
"enable_norm_bias_tuning": false,
"enable_quanted_input": true,
"gradient_accumulate_steps": 1,
"group_size": 128,
"iters": 1000,
"low_gpu_mem_usage": false,
"lr": 0.001,
"minmax_lr": 0.001,
"nsamples": 512,
"quant_method": "intel/auto-round",
"scale_dtype": "torch.float16",
"seqlen": 2048,
"sym": true,
"to_quant_block_names": [
[
"model.layers.0",
"model.layers.1",
"model.layers.2",
"model.layers.3",
"model.layers.4",
"model.layers.5",
"model.layers.6",
"model.layers.7",
"model.layers.8",
"model.layers.9",
"model.layers.10",
"model.layers.11",
"model.layers.12",
"model.layers.13",
"model.layers.14",
"model.layers.15",
"model.layers.16",
"model.layers.17",
"model.layers.18",
"model.layers.19",
"model.layers.20",
"model.layers.21",
"model.layers.22",
"model.layers.23",
"model.layers.24",
"model.layers.25",
"model.layers.26",
"model.layers.27",
"model.layers.28",
"model.layers.29",
"model.layers.30",
"model.layers.31"
]
]
},
"rms_norm_eps": 1e-05,
"rope_scaling": {
"factor": 2.0,
"type": "dynamic"
},
"rope_theta": 1000000,
"tie_word_embeddings": false,
"torch_dtype": "float16",
"transformers_version": "4.46.3",
"use_cache": true,
"vocab_size": 92544
}