{
  "models": {
    "kimi-k2.7": {
      "layers_start": 0,
      "layers_end": 60,
      "hf_repo": "unsloth/Kimi-K2.7-Code",
      "aliases": [
        "kimi-k2.7",
        "Kimi-K2.7-Code",
        "unsloth/Kimi-K2.7-Code"
      ],
      "recommended": true,
      "deployment_status": "recommended",
      "hf_aliases": [],
      "hf_verified_match_note": "Pending human curation (issue 23) \u2014 no HF inference-marketplace listing has been confirmed as a comparable params/quantization match for this preset yet. Leave empty until a human signs off; an empty hf_aliases list keeps this model on the static default price.",
      "required_model_bytes": 638876385280,
      "download_size_bytes": 638876385280,
      "native_quantization": "int4",
      "canonical_audit_dtype": "bfloat16",
      "canonical_audit_quantization": "bfloat16",
      "bytes_per_layer": {
        "int4": 10473383366
      },
      "metadata": {
        "architecture": "Mixture-of-Experts (MoE)",
        "total_parameters": "1T",
        "activated_parameters": "32B",
        "num_layers": 61,
        "context_length": 256000,
        "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"
        ]
      }
    },
    "qwen3.6-35b-a3b": {
      "layers_start": 0,
      "layers_end": 39,
      "hf_repo": "unsloth/Qwen3.6-35B-A3B",
      "aliases": [
        "qwen3.6-35b-a3b",
        "Qwen3.6-35B-A3B",
        "unsloth/Qwen3.6-35B-A3B",
        "Qwen/Qwen3.6-35B-A3B"
      ],
      "recommended": true,
      "deployment_status": "recommended",
      "price_per_1k_tokens": 0.00044,
      "hf_aliases": [
        "qwen/qwen3.6-35b-a3b"
      ],
      "hf_verified_match_note": "Verified 2026-07-06: unsloth/Qwen3.6-35B-A3B is a bf16 mirror of Qwen/Qwen3.6-35B-A3B; deepinfra and featherless-ai serve the official weights on the HF inference marketplace, so their rates are a fair comparable. Static price 0.00044 = 80% of deepinfra's blended $0.55/1M ($0.15 in / $0.95 out); the nightly refresher keeps it tracking.",
      "required_model_bytes": 71903776776,
      "download_size_bytes": 71903776776,
      "native_quantization": "bfloat16",
      "canonical_audit_dtype": "bfloat16",
      "canonical_audit_quantization": "bfloat16",
      "bytes_per_layer": {
        "bfloat16": 1797594419
      },
      "metadata": {
        "architecture": "Mixture-of-Experts (MoE, hybrid linear attention)",
        "total_parameters": "35B",
        "activated_parameters": "3B",
        "num_layers": 40,
        "context_length": 262144,
        "native_quantization": "bfloat16",
        "download_size_gb": 72
      }
    }
  }
}