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{
"_name_or_path": "meta-llama/Llama-3.1-8B-Instruct",
"architectures": ["LlamaForCausalLM"],
"attention_bias": false,
"attention_dropout": 0.0,
"bos_token_id": 128000,
"eos_token_id": [128001, 128008, 128009],
"hidden_act": "silu",
"hidden_size": 4096,
"initializer_range": 0.02,
"intermediate_size": 14336,
"max_position_embeddings": 131072,
"mlp_bias": false,
"model_type": "llama",
"num_attention_heads": 32,
"num_hidden_layers": 32,
"num_key_value_heads": 8,
"pretraining_tp": 1,
"quantization_config": {
"_load_in_4bit": true,
"_load_in_8bit": false,
"bnb_4bit_compute_dtype": "bfloat16",
"bnb_4bit_quant_storage": "uint8",
"bnb_4bit_quant_type": "nf4",
"bnb_4bit_use_double_quant": true
},
"rms_norm_eps": 1e-05,
"rope_scaling": {
"factor": 8.0,
"original_max_position_embeddings": 8192,
"rope_type": "llama3"
},
"rope_theta": 500000.0,
"tie_word_embeddings": false,
"torch_dtype": "bfloat16",
"transformers_version": "4.43.1",
"use_cache": true,
"vocab_size": 128256,
"serverless": {
"enabled": true,
"max_batch_size": 64, // Lowered batch size for better compatibility
"max_sequence_length": 2048,
"model_parallelism": {
"enabled": true,
"num_gpus": 1,
"num_shards": 2 // Adjusted for distributed inference
},
"quantization": {
"enabled": true,
"target_dtype": "int8"
}
}
}
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