初始化项目,由ModelHub XC社区提供模型
Model: OPEA/Meta-Llama-3.1-8B-Instruct-int4-sym-inc Source: Original Platform
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56
config.json
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56
config.json
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{
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"_name_or_path": "/models/Meta-Llama-3.1-8B-Instruct",
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"architectures": [
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"LlamaForCausalLM"
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],
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"attention_bias": false,
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"attention_dropout": 0.0,
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"bos_token_id": 128000,
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"eos_token_id": [
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128001,
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128008,
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128009
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],
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"head_dim": 128,
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"hidden_act": "silu",
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"hidden_size": 4096,
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"initializer_range": 0.02,
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"intermediate_size": 14336,
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"max_position_embeddings": 131072,
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"mlp_bias": false,
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"model_type": "llama",
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"num_attention_heads": 32,
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"num_hidden_layers": 32,
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"num_key_value_heads": 8,
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"pretraining_tp": 1,
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"quantization_config": {
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"amp": true,
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"autoround_version": "0.5.1",
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"batch_size": 8,
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"bits": 4,
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"data_type": "int",
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"dataset": "NeelNanda/pile-10k",
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"enable_minmax_tuning": true,
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"enable_norm_bias_tuning": false,
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"enable_quanted_input": true,
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"gradient_accumulate_steps": 1,
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"group_size": 128,
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"iters": 1000,
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"low_gpu_mem_usage": false,
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"lr": 0.001,
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"minmax_lr": 0.001,
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"nsamples": 512,
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"quant_method": "auto-round",
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"scale_dtype": "torch.float16",
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"seqlen": 2048,
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"sym": true
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},
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"rms_norm_eps": 1e-05,
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"rope_scaling": null,
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"rope_theta": 500000.0,
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"tie_word_embeddings": false,
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"torch_dtype": "float16",
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"transformers_version": "4.52.2",
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"use_cache": true,
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"vocab_size": 128256
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}
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