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Fun-ASR-Nano-2512-GGUF

by FunAudioLLM · source Hugging Face · updated 2026-07-29

other997 MB~2 GB RAMsource aliveunlabeled

Standalone audio.cpp GGUF builds of FunAudioLLM/Fun-ASR-Nano-2512-hf. Each file embeds the model configuration, processor configuration, tokenizer, chat template, and the audio.cpp model package spec…

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Numbers

Numbers as of 2026-10-02 20:59 UTC, from the source API.

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Files

filequantsize
fun-asr-nano-2512-f16.ggufF161.6 GB
fun-asr-nano-2512-q8_0.ggufQ8_0997 MB

From the source README

Fun-ASR-Nano-2512 GGUF

Standalone audio.cpp GGUF builds of
FunAudioLLM/Fun-ASR-Nano-2512-hf.
Each file embeds the model configuration, processor configuration, tokenizer,
chat template, and the audio.cpp model package specification.

Files

| File | Size | SHA256 |
| --- | ---: | --- |
| `fun-asr-nano-2512-q8_0.gguf` | 1,045,334,432 bytes | `4d727357574b079b7f43336b2930f39da086ca02f5d8d50872090b4c1c3d5e0a` |
| `fun-asr-nano-2512-f16.gguf` | 1,675,708,832 bytes | `3d906c3ccfed07efef88ff53d6cc94b788b9d2edf1492a5679d041b43e98c5be` |

The source checkpoint is pinned to revision
`854d88f94205cd17d2afdb24332130d86fbe654a`. The source
`model.safetensors` SHA256 is
`335ca3e74917f1156690400e2c344350112950165789cf78ce3d0a367affd821`.

audio.cpp

audiocpp_cli \
  --task asr \
  --family fun_asr_nano \
  --model fun-asr-nano-2512-q8_0.gguf \
  --backend cuda \
  --audio speech.wav

Fun-ASR-Nano currently provides offline multilingual ASR. It does not expose
streaming or timestamp output. On CUDA, audio.cpp keeps the Q8_0 encoder and
adaptor weights native and loads decoder weights as BF16 by default for stable
logits. An explicit `fun_asr_nano.decoder_weight_type` session option overrides
that default.

Reproducibility

The files were generated with audio.cpp's `audiocpp_gguf` converter:

audiocpp_gguf \
  --input model.safetensors \
  --root /path/to/Fun-ASR-Nano-2512-hf \
  --output fun-asr-nano-2512-q8_0.gguf \
  --type q8_0 \
  --family fun_asr_nano \
  --model-spec model_specs/fun_asr_nano.json

Both formats were checked with `audiocpp_gguf --inspect` and full reference
audio transcription on CPU and NVIDIA H100 CUDA.

Card id model:hf:FunAudioLLM/Fun-ASR-Nano-2512-GGUF · collected 2026-10-02 20:59 UTC · JSON