Automatic Speech Recognition
Transformers
Safetensors
fun_asr_nano
speech-recognition
asr
end-to-end
multilingual
arxiv:2509.12508
Instructions to use FunAudioLLM/Fun-ASR-Nano-2512-hf with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use FunAudioLLM/Fun-ASR-Nano-2512-hf with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("automatic-speech-recognition", model="FunAudioLLM/Fun-ASR-Nano-2512-hf")# pip install -U transformers accelerate # Load model directly from transformers import AutoProcessor, AutoModelForMultimodalLM processor = AutoProcessor.from_pretrained("FunAudioLLM/Fun-ASR-Nano-2512-hf") model = AutoModelForMultimodalLM.from_pretrained("FunAudioLLM/Fun-ASR-Nano-2512-hf", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Commit History
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Update checkpoint for canonical audio configuration
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Fix Fun-ASR-Nano processor LFR config field names for Transformers #46180
Verified signaturee45779d
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Reconvert checkpoint for transformers PR #46180
Verified signatureReconverted from FunAudioLLM/Fun-ASR-Nano-2512 with transformers PR #46180 exact head 54c3e74569bbee61a15c2e62d29ae2b1dcaf9702. Local verification loaded 1,540 tensors with zero missing, unexpected, mismatched, or error keys and passed Chinese, English, and mixed-batch H100 transcription checks.67628a9
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Update Transformers quickstart for PR 46180
Verified signaturePin the verified rebased PR head, document structured language/context/hotword inputs, and remove the obsolete serialized default prompt field.e296c62
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Refresh checkpoint for shared Whisper component layout (#2)
- Refresh checkpoint for shared Whisper component layout (6367f428c1f41cef6782b1ec6afe9bd50940ef90) - Regenerate checkpoint for current Transformers layout (c49669b7536c4c13ca86b9abdfcef18b8a5e5737)c0248cc
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Update split-layout Transformers checkpoint
Verified signaturePublish the checkpoint and processor artifacts validated for huggingface/transformers#46180. The model loads with zero missing, unexpected, or mismatched keys and passes the H100 English transcription quickstart. Also replace the stale preprocessor config and add model-card usage instructions.4d5668e
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Add Fun-ASR-Nano in HuggingFace Transformers format (safetensors)
Verified signature1b829ba