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llama-moe-LLaMA-MoE-v1-3_5B-2_8-bnb-4bit-smashed

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llama_moe
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custom_code
4-bit precision
bitsandbytes
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llama-moe-LLaMA-MoE-v1-3_5B-2_8-bnb-4bit-smashed / config.json
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{
"_name_or_path": "/ceph/hdd/staff/charpent/.cache/modelsbijycn3y7u7f4q1e",
"add_weight_norm": false,
"architectures": [
"LlamaMoEForCausalLM"
],
"auto_map": {
"AutoConfig": "configuration_llama_moe.LlamaMoEConfig",
"AutoModel": "llama-moe/LLaMA-MoE-v1-3_5B-2_8--modeling_llama_moe_hf.LlamaMoEModel",
"AutoModelForCausalLM": "modeling_llama_moe_hf.LlamaMoEForCausalLM"
},
"bos_token_id": 1,
"calculator_type": "UniversalCalculator",
"capacity_factor": 1.25,
"drop_tokens": true,
"dropped_padding": "zero",
"eos_token_id": 2,
"gate_add_noise": true,
"gate_balance_loss_weight": 0.01,
"gate_network": "mlp",
"gate_noise_epsilon": 0.01,
"gate_type": "TopKBalancedNoisyGate",
"gate_use_balance": true,
"gate_use_softmax": true,
"gates": "mlp",
"hidden_act": "silu",
"hidden_size": 4096,
"initializer_range": 0.02,
"intermediate_size": 11008,
"max_position_embeddings": 4096,
"model_type": "llama_moe",
"multiply_gate_scores": true,
"num_attention_heads": 32,
"num_experts": 8,
"num_hidden_layers": 32,
"num_key_value_heads": 32,
"num_selects": 2,
"pad_token_id": 0,
"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": "fp4",
"bnb_4bit_use_double_quant": false,
"llm_int8_enable_fp32_cpu_offload": false,
"llm_int8_has_fp16_weight": false,
"llm_int8_skip_modules": [
"lm_head"
],
"llm_int8_threshold": 6.0,
"load_in_4bit": true,
"load_in_8bit": false,
"quant_method": "bitsandbytes"
},
"rms_norm_eps": 1e-05,
"rope_scaling": null,
"score_scale_factor": 4.0,
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}