{
  "family": "heartmula",
  "display_name": "HeartMuLa",
  "description": "Open-source music foundation model for generating complete songs from text, lyric prompts, and style tags, with controllable song structure and broad multilingual lyric conditioning.",
  "category": "audio_generation",
  "status": "supported",
  "tasks": [
    "music"
  ],
  "modes": [
    "offline"
  ],
  "languages": [
    "multilingual"
  ],
  "capabilities": {
    "music": [
      "lyrics"
    ]
  },
  "options": {
    "request": [
      {
        "name": "lyrics",
        "type": "string",
        "description": "Lyrics text.",
        "required": false
      },
      {
        "name": "tags",
        "type": "string_list",
        "description": "Comma-separated music tags.",
        "required": false
      },
      {
        "name": "duration_sec",
        "type": "float",
        "description": "Maximum generated audio duration in seconds; must be positive when set; default 120.",
        "required": false,
        "min": 0.0,
        "default": 120.0
      },
      {
        "name": "temperature",
        "type": "float",
        "description": "Audio-token sampling temperature; must be positive when set; default 1.0.",
        "required": false,
        "min": 0.0,
        "default": 1.0
      },
      {
        "name": "top_k",
        "type": "int",
        "description": "Audio-token top-k sampling limit; default 50.",
        "required": false,
        "min": 1,
        "default": 50
      },
      {
        "name": "guidance_scale",
        "type": "float",
        "description": "MuLa classifier-free guidance scale; must be positive when set; default 1.5.",
        "required": false,
        "min": 0.0,
        "default": 1.5
      },
      {
        "name": "codec_duration_sec",
        "type": "float",
        "description": "Codec detokenization chunk duration in seconds; must be positive when set; default 29.76.",
        "required": false,
        "min": 0.0,
        "default": 29.76
      },
      {
        "name": "num_inference_steps",
        "type": "int",
        "description": "Codec flow solver steps; default 10.",
        "required": false,
        "min": 1,
        "default": 10
      },
      {
        "name": "codec_guidance_scale",
        "type": "float",
        "description": "Codec classifier-free guidance scale; must be positive when set; default 1.25.",
        "required": false,
        "min": 0.0,
        "default": 1.25
      },
      {
        "name": "infinite_mode",
        "type": "bool",
        "description": "Generate long outputs by splitting lyrics into bounded HeartMuLa requests.",
        "required": false,
        "default": false
      },
      {
        "name": "text_chunk_size",
        "type": "int",
        "description": "Maximum characters per text chunk in infinite mode; default 4096.",
        "required": false,
        "min": 1,
        "default": 4096
      },
      {
        "name": "infinite_chunk_audio_duration_ms",
        "type": "int",
        "description": "Maximum generated audio duration per infinite-mode chunk in milliseconds; default 240000.",
        "required": false,
        "min": 1,
        "default": 240000
      },
      {
        "name": "seed",
        "type": "int",
        "description": "Generation seed for reproducible output; default 1234.",
        "required": false,
        "min": 0,
        "default": 1234
      }
    ],
    "session": [
      {
        "name": "weight_type",
        "type": "enum",
        "description": "MuLa and codec weight storage type; default native.",
        "preset": "weight_type_full",
        "required": false,
        "default": "native"
      },
      {
        "name": "model_weight_type",
        "type": "enum",
        "description": "MuLa weight storage type; defaults to weight_type when set, otherwise native.",
        "preset": "weight_type_full",
        "required": false
      },
      {
        "name": "codec_weight_type",
        "type": "enum",
        "description": "Codec weight storage type; defaults to weight_type when set, otherwise native.",
        "preset": "weight_type_full",
        "required": false
      },
      {
        "name": "model_weight_context_mb",
        "type": "int",
        "description": "MuLa weight context size in MiB; default 512.",
        "required": false,
        "min": 0,
        "default": 512
      },
      {
        "name": "codec_weight_context_mb",
        "type": "int",
        "description": "Codec weight context size in MiB; default 512.",
        "required": false,
        "min": 0,
        "default": 512
      },
      {
        "name": "constant_context_mb",
        "type": "int",
        "description": "MuLa reusable constant context size in MiB; default 256.",
        "required": false,
        "min": 0,
        "default": 256
      },
      {
        "name": "backbone_prefill_graph_arena_mb",
        "type": "int",
        "description": "MuLa backbone prefill graph arena size in MiB; default 1536.",
        "required": false,
        "min": 0,
        "default": 1536
      },
      {
        "name": "backbone_step_graph_arena_mb",
        "type": "int",
        "description": "MuLa backbone cached-step graph arena size in MiB; default 1536.",
        "required": false,
        "min": 0,
        "default": 1536
      },
      {
        "name": "decoder_prefill_graph_arena_mb",
        "type": "int",
        "description": "MuLa decoder prefill graph arena size in MiB; default 512.",
        "required": false,
        "min": 0,
        "default": 512
      },
      {
        "name": "decoder_step_graph_arena_mb",
        "type": "int",
        "description": "MuLa decoder cached-step graph arena size in MiB; default 512.",
        "required": false,
        "min": 0,
        "default": 512
      },
      {
        "name": "frame_embedding_graph_arena_mb",
        "type": "int",
        "description": "MuLa frame-embedding graph arena size in MiB; default 512.",
        "required": false,
        "min": 0,
        "default": 512
      },
      {
        "name": "codec_flow_estimator_graph_arena_mb",
        "type": "int",
        "description": "Codec flow-estimator graph arena size in MiB; default 2048.",
        "required": false,
        "min": 0,
        "default": 2048
      },
      {
        "name": "codec_conditioning_graph_arena_mb",
        "type": "int",
        "description": "Codec conditioning graph arena size in MiB; default 512.",
        "required": false,
        "min": 0,
        "default": 512
      },
      {
        "name": "codec_scalar_decoder_graph_arena_mb",
        "type": "int",
        "description": "Codec scalar-decoder graph arena size in MiB; default 1536.",
        "required": false,
        "min": 0,
        "default": 1536
      },
      {
        "name": "mem_saver",
        "type": "bool",
        "description": "Release staged runtime graphs after each request; default false.",
        "required": false,
        "default": false
      }
    ],
    "load": []
  },
  "runtime": {
    "tags": [
      "gguf"
    ]
  },
  "sources": [
    {
      "format": "gguf",
      "roots": {
        "model": ".",
        "weights": "$gguf"
      },
      "files": {
        "tokenizer_json": "model:tokenizer.json",
        "generation_config": "model:gen_config.json",
        "mula_config": "model:HeartMuLa-oss-3B/config.json",
        "codec_config": "model:HeartCodec-oss/config.json"
      },
      "tensors": {
        "mula_weights": {
          "source": "weights:",
          "prefix": "mula_weights"
        },
        "codec_weights": {
          "source": "weights:",
          "prefix": "codec_weights"
        }
      }
    },
    {
      "format": "safetensors",
      "roots": {
        "model": "."
      },
      "files": {
        "tokenizer_json": "model:tokenizer.json",
        "generation_config": "model:gen_config.json",
        "mula_config": "model:HeartMuLa-oss-3B/config.json",
        "codec_config": "model:HeartCodec-oss/config.json"
      },
      "tensors": {
        "mula_weights": "model:HeartMuLa-oss-3B/model.safetensors.index.json",
        "codec_weights": "model:HeartCodec-oss/model.safetensors.index.json"
      }
    }
  ],
  "package_defaults": {
    "download": {
      "kind": "huggingface_snapshot",
      "repo": "audio-cpp/audio.cpp-gguf",
      "revision": "main",
      "gated": false
    }
  },
  "packages": [
    {
      "id": "heartmula_q8_0",
      "display_name": "HeartMuLa Q8_0 GGUF",
      "default": true,
      "format": "gguf",
      "precision": "q8_0",
      "target_directory": "HeartMuLa-GGUF",
      "files": [
        "HeartMuLa-GGUF/heartmula-q8_0.gguf"
      ],
      "strip_prefix": "HeartMuLa-GGUF"
    },
    {
      "id": "heartmula_f16",
      "display_name": "HeartMuLa F16 GGUF",
      "format": "gguf",
      "precision": "f16",
      "target_directory": "HeartMuLa-GGUF",
      "files": [
        "HeartMuLa-GGUF/heartmula-f16.gguf"
      ],
      "strip_prefix": "HeartMuLa-GGUF"
    }
  ]
}