config.json

{
    "add_full_attention_sink_bias": false,
    "add_swa_attention_sink_bias": true,
    "architectures": [
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    "attention_bias": false,
    "attention_chunk_size": 128,
    "attention_dropout": 0.0,
    "attention_value_scale": 0.707,
    "auto_map": {
        "AutoConfig": "configuration_mimo_v2_flash.MiMoV2FlashConfig",
        "AutoModel": "modeling_mimo_v2_flash.MiMoV2FlashModel",
        "AutoModelForCausalLM": "modeling_mimo_v2_flash.MiMoV2FlashForCausalLM"
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    "head_dim": 192,
    "hidden_act": "silu",
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    "intermediate_size": 16384,
    "layernorm_epsilon": 1e-05,
    "max_position_embeddings": 262144,
    "model_type": "mimo_v2_flash",
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    "n_group": 1,
    "n_routed_experts": 256,
    "n_shared_experts": null,
    "norm_topk_prob": true,
    "num_attention_heads": 64,
    "num_experts_per_tok": 8,
    "num_hidden_layers": 48,
    "num_key_value_heads": 4,
    "partial_rotary_factor": 0.334,
    "quantization": {
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        "bits": 4,
        "mode": "affine"
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    "quantization_config": {
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    "rope_theta": 5000000,
    "routed_scaling_factor": null,
    "scoring_func": "sigmoid",
    "sliding_window": 128,
    "sliding_window_size": 128,
    "swa_head_dim": 192,
    "swa_num_attention_heads": 64,
    "swa_num_key_value_heads": 8,
    "swa_rope_theta": 10000,
    "swa_v_head_dim": 128,
    "tie_word_embeddings": false,
    "topk_group": 1,
    "topk_method": "noaux_tc",
    "torch_dtype": "bfloat16",
    "transformers_version": "4.40.1",
    "use_cache": true,
    "v_head_dim": 128,
    "vocab_size": 152576
}