{
  "models": {
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      "architecture": "Mixture-of-Experts (MoE)",
      "total_parameters": "1T",
      "activated_parameters": "32B",
      "num_layers": 61,
      "dense_layers": 1,
      "attention_hidden_dimension": 7168,
      "moe_hidden_dimension_per_expert": 2048,
      "attention_heads": 64,
      "experts": 384,
      "selected_experts_per_token": 8,
      "shared_experts": 1,
      "vocabulary_size": 160000,
      "context_length": 256000,
      "attention_mechanism": "MLA",
      "activation_function": "SwiGLU",
      "vision_encoder": "MoonViT",
      "vision_encoder_parameters": "400M",
      "license": "modified-mit",
      "native_quantization": "int4",
      "canonical_audit_dtype": "bfloat16",
      "canonical_audit_quantization": "bfloat16",
      "download_size_gb": 595,
      "recommended_short_name": "kimi-k2.7",
      "recommended_engines": [
        "vLLM",
        "SGLang",
        "KTransformers"
      ]
    }
  }
}
