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