{ "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) — 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" ] } } } }