voice_audio_multi/model_specs/voxtral_realtime.json
Fabio c36510c21e
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Initial import: audio.cpp with Orange Pi documentation
2026-11-04 19:05:22 +01:00

317 lines
7.7 KiB
JSON

{
"family": "voxtral_realtime",
"display_name": "Voxtral Mini 4B Realtime",
"description": "Mistral 13-language realtime ASR model with a natively streaming causal audio encoder, configurable low-latency transcription delay, and accuracy competitive with offline open-source systems.",
"category": "asr",
"status": "supported",
"tasks": [
"asr"
],
"modes": [
"offline",
"streaming"
],
"languages": [
"en",
"zh",
"hi",
"es",
"ar",
"fr",
"pt",
"ru",
"de",
"ja",
"ko",
"it",
"nl"
],
"options": {
"request": [
{
"name": "max_tokens",
"type": "int",
"min": 1,
"description": "Maximum generated transcript tokens; omitted uses the audio-derived limit. Offline decoding only; ignored by live streaming.",
"required": false
},
{
"name": "do_sample",
"type": "bool",
"default": false,
"description": "Sample rather than greedily decode.",
"required": false
},
{
"name": "temperature",
"type": "float",
"min": 0,
"default": 1,
"description": "Sampling temperature; must be > 0.",
"required": false
},
{
"name": "top_p",
"type": "float",
"min": 0,
"max": 1,
"default": 1,
"description": "Nucleus sampling probability in (0, 1].",
"required": false
},
{
"name": "top_k",
"type": "int",
"min": 0,
"default": 50,
"description": "Top-k sampling limit; zero disables filtering.",
"required": false
},
{
"name": "seed",
"type": "int",
"min": 0,
"default": 1234,
"description": "Sampling seed.",
"required": false
}
],
"session": [
{
"name": "weight_type",
"type": "enum",
"values": [
"native",
"f32",
"f16",
"bf16",
"q4_0",
"q4_1",
"q5_0",
"q5_1",
"q2_k",
"q3_k",
"q4_k",
"q5_k",
"q6_k",
"q8_0",
"nvfp4"
],
"default": "native",
"description": "Shared weight storage type.",
"required": false
},
{
"name": "audio_encoder_weight_type",
"type": "enum",
"values": [
"native",
"f32",
"f16",
"bf16",
"q4_0",
"q4_1",
"q5_0",
"q5_1",
"q2_k",
"q3_k",
"q4_k",
"q5_k",
"q6_k",
"q8_0",
"nvfp4"
],
"description": "Audio encoder weight storage; inherits weight_type.",
"required": false
},
{
"name": "text_decoder_weight_type",
"type": "enum",
"values": [
"native",
"f32",
"f16",
"bf16",
"q4_0",
"q4_1",
"q5_0",
"q5_1",
"q2_k",
"q3_k",
"q4_k",
"q5_k",
"q6_k",
"q8_0",
"nvfp4"
],
"description": "Text decoder weight storage; inherits weight_type.",
"required": false
},
{
"name": "audio_encoder_graph_arena_mb",
"type": "int",
"min": 1,
"default": 512,
"description": "Audio encoder graph arena in MiB.",
"required": false
},
{
"name": "audio_encoder_weight_context_mb",
"type": "int",
"min": 1,
"default": 128,
"description": "Audio encoder weight context in MiB.",
"required": false
},
{
"name": "text_decoder_prefill_graph_arena_mb",
"type": "int",
"min": 1,
"default": 512,
"description": "Decoder prefill graph arena in MiB. Decoder uses the maximum of prefill and decode arena settings.",
"required": false
},
{
"name": "text_decoder_decode_graph_arena_mb",
"type": "int",
"min": 1,
"default": 512,
"description": "Decoder step graph arena in MiB. Decoder uses the maximum of prefill and decode arena settings.",
"required": false
},
{
"name": "text_decoder_weight_context_mb",
"type": "int",
"min": 1,
"default": 128,
"description": "Decoder weight context in MiB.",
"required": false
},
{
"name": "stream_decode_cache_steps",
"type": "int",
"default": 1024,
"description": "Streaming decoder cache capacity in 80 ms steps. Must be positive and no greater than checkpoint sliding_window.",
"required": false
},
{
"name": "stream_batch_tokens",
"type": "int",
"min": 1,
"default": 1,
"description": "Audio tokens per streaming encoder forward.",
"required": false
}
],
"load": []
},
"capabilities": {
"asr": [
"partial_results"
]
},
"runtime": {
"tags": [
"gguf",
"stream"
]
},
"ui": {
"recommended_package": "voxtral_realtime_q8_0",
"tags": [
"ASR",
"GGUF",
"Stream"
],
"docs": [
"docs/models/voxtral_realtime.md",
"docs/asr.md",
"docs/gguf.md"
]
},
"package_defaults": {
"download": {
"kind": "huggingface_snapshot",
"repo": "audio-cpp/audio.cpp-gguf",
"revision": "main",
"gated": false
}
},
"packages": [
{
"id": "voxtral_realtime_q8_0",
"display_name": "Voxtral Mini 4B Realtime Q8_0 GGUF",
"default": true,
"format": "gguf",
"precision": "q8_0",
"target_directory": "Voxtral-Mini-4B-Realtime-2602-GGUF",
"files": [
"Voxtral-Mini-4B-Realtime-2602-GGUF/voxtral-mini-4b-realtime-2602-q8_0.gguf"
],
"strip_prefix": "Voxtral-Mini-4B-Realtime-2602-GGUF"
},
{
"id": "voxtral_realtime_q4_k",
"display_name": "Voxtral Mini 4B Realtime Q4_K GGUF",
"format": "gguf",
"precision": "q4_k",
"target_directory": "Voxtral-Mini-4B-Realtime-2602-GGUF",
"files": [
"Voxtral-Mini-4B-Realtime-2602-GGUF/voxtral-mini-4b-realtime-2602-q4_k.gguf"
],
"strip_prefix": "Voxtral-Mini-4B-Realtime-2602-GGUF"
},
{
"id": "voxtral_realtime_bf16",
"display_name": "Voxtral Mini 4B Realtime BF16 GGUF",
"format": "gguf",
"precision": "bf16",
"target_directory": "Voxtral-Mini-4B-Realtime-2602-GGUF",
"files": [
"Voxtral-Mini-4B-Realtime-2602-GGUF/voxtral-mini-4b-realtime-2602-bf16.gguf"
],
"strip_prefix": "Voxtral-Mini-4B-Realtime-2602-GGUF"
}
],
"sources": [
{
"format": "gguf",
"roots": {
"model": ".",
"weights": "$gguf"
},
"files": {
"config": "model:config.json",
"generation_config": "model:generation_config.json",
"processor_config": "model:processor_config.json",
"tekken": "model:tekken.json"
},
"optional_files": {
"params": "model:params.json",
"readme": "model:README.md"
},
"tensors": {
"weights": "weights:"
}
},
{
"format": "safetensors",
"roots": {
"model": "."
},
"files": {
"config": "model:config.json",
"generation_config": "model:generation_config.json",
"processor_config": "model:processor_config.json",
"tekken": "model:tekken.json"
},
"optional_files": {
"params": "model:params.json",
"readme": "model:README.md"
},
"tensors": {
"weights": "model:model.safetensors"
}
}
]
}