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DeepSeek-Coder-V2-Instruct-Q4-mlx

MLX
Safetensors
deepseek_v2
custom_code
4-bit precision
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DeepSeek-Coder-V2-Instruct-Q4-mlx
File size: 1,842 Bytes 
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{
    "architectures": [
        "DeepseekV2ForCausalLM"
    ],
    "attention_bias": false,
    "attention_dropout": 0.0,
    "auto_map": {
        "AutoConfig": "configuration_deepseek.DeepseekV2Config",
        "AutoModel": "modeling_deepseek.DeepseekV2Model",
        "AutoModelForCausalLM": "modeling_deepseek.DeepseekV2ForCausalLM"
    },
    "aux_loss_alpha": 0.001,
    "bos_token_id": 100000,
    "eos_token_id": 100001,
    "ep_size": 1,
    "first_k_dense_replace": 1,
    "hidden_act": "silu",
    "hidden_size": 5120,
    "initializer_range": 0.02,
    "intermediate_size": 12288,
    "kv_lora_rank": 512,
    "max_position_embeddings": 163840,
    "model_type": "deepseek_v2",
    "moe_intermediate_size": 1536,
    "moe_layer_freq": 1,
    "n_group": 8,
    "n_routed_experts": 160,
    "n_shared_experts": 2,
    "norm_topk_prob": false,
    "num_attention_heads": 128,
    "num_experts_per_tok": 6,
    "num_hidden_layers": 60,
    "num_key_value_heads": 128,
    "pretraining_tp": 1,
    "q_lora_rank": 1536,
    "qk_nope_head_dim": 128,
    "qk_rope_head_dim": 64,
    "quantization": {
        "group_size": 64,
        "bits": 4
    },
    "quantization_config": {
        "group_size": 64,
        "bits": 4
    },
    "rms_norm_eps": 1e-06,
    "rope_scaling": {
        "beta_fast": 32,
        "beta_slow": 1,
        "factor": 40,
        "mscale": 1.0,
        "mscale_all_dim": 1.0,
        "original_max_position_embeddings": 4096,
        "type": "yarn"
    },
    "rope_theta": 10000,
    "routed_scaling_factor": 16.0,
    "scoring_func": "softmax",
    "seq_aux": true,
    "tie_word_embeddings": false,
    "topk_group": 3,
    "topk_method": "group_limited_greedy",
    "torch_dtype": "bfloat16",
    "transformers_version": "4.39.3",
    "use_cache": true,
    "v_head_dim": 128,
    "vocab_size": 102400
}