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docs: clarify Transformers checkpoint CTC capability boundary

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@@ -32,6 +32,10 @@ This is the Hugging Face Transformers-compatible version of [Fun-ASR-Nano-2512](
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  Fun-ASR-Nano is an end-to-end speech recognition model by [FunAudioLLM](https://github.com/FunAudioLLM), trained on tens of millions of hours of real speech data. This checkpoint supports Chinese, English, and Japanese; its Chinese coverage includes 7 dialect groups and 26 regional accents. For 31-language recognition, use the separate [Fun-ASR-MLT-Nano-2512](https://huggingface.co/FunAudioLLM/Fun-ASR-MLT-Nano-2512) checkpoint.
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  ## Transformers quickstart
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  Fun-ASR-Nano support is being added to Transformers in [huggingface/transformers#46180](https://github.com/huggingface/transformers/pull/46180). Until it is included in a Transformers release, use a build containing that PR.
 
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  Fun-ASR-Nano is an end-to-end speech recognition model by [FunAudioLLM](https://github.com/FunAudioLLM), trained on tens of millions of hours of real speech data. This checkpoint supports Chinese, English, and Japanese; its Chinese coverage includes 7 dialect groups and 26 regional accents. For 31-language recognition, use the separate [Fun-ASR-MLT-Nano-2512](https://huggingface.co/FunAudioLLM/Fun-ASR-MLT-Nano-2512) checkpoint.
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+ ## Capability boundary
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+ This Transformers checkpoint is for generation-based transcription. It does not include the native CTC branch, so it does not provide CTC-dependent timestamps or speaker diarization. For those capabilities, use the [original checkpoint](https://huggingface.co/FunAudioLLM/Fun-ASR-Nano-2512) through [FunASR](https://github.com/modelscope/FunASR) or its native vLLM integration.
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  ## Transformers quickstart
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  Fun-ASR-Nano support is being added to Transformers in [huggingface/transformers#46180](https://github.com/huggingface/transformers/pull/46180). Until it is included in a Transformers release, use a build containing that PR.