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Browse files- README.md +63 -0
- config.json +15 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- tokenizer_config.json +40 -0
- vocab.json +0 -0
README.md
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---
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library_name: mlx-audio-plus
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base_model:
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- FunAudioLLM/CosyVoice2-0.5B
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tags:
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- mlx
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- tts
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- cosyvoice2
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pipeline_tag: text-to-speech
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language:
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- en
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- zh
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- ja
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- ko
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---
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# mlx-community/CosyVoice2-0.5B-8bit
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This model was converted to MLX format from [FunAudioLLM/CosyVoice2-0.5B](https://huggingface.co/FunAudioLLM/CosyVoice2-0.5B) using [mlx-audio-plus](https://github.com/DePasqualeOrg/mlx-audio-plus) version **0.1.2**.
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## Usage
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```bash
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pip install -U mlx-audio-plus
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```
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### Inference Modes
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| Mode | Parameters | Description |
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|------|------------|-------------|
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| Cross-lingual | `ref_audio` | Zero-shot TTS (default) |
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| Zero-shot | `ref_audio` + `ref_text` | Better quality with transcription |
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| Instruct | `ref_audio` + `instruct_text` | Style control (e.g., "speak slowly") |
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| Voice Conversion | `source_audio` + `ref_audio` | Convert audio to target voice |
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### Command line
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```bash
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# Cross-lingual (default)
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mlx_audio.tts --model mlx-community/CosyVoice2-0.5B-8bit --text "Hello!" --ref_audio ref.wav
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# Zero-shot (with transcription)
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mlx_audio.tts --model mlx-community/CosyVoice2-0.5B-8bit --text "Hello!" --ref_audio ref.wav --ref_text "Transcription of ref audio."
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# Instruct (style control)
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mlx_audio.tts --model mlx-community/CosyVoice2-0.5B-8bit --text "Hello!" --ref_audio ref.wav --instruct_text "Speak slowly and calmly"
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# Voice Conversion
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mlx_audio.tts --model mlx-community/CosyVoice2-0.5B-8bit --source_audio source.wav --ref_audio ref.wav
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```
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### Python
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```python
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from mlx_audio.tts.generate import generate_audio
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generate_audio(
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text="Hello, this is CosyVoice2 on MLX!",
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model="mlx-community/CosyVoice2-0.5B-8bit",
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ref_audio="reference.wav",
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file_prefix="output",
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)
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```
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config.json
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{
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"model_type": "cosyvoice2",
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"version": "0.5B",
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"sample_rate": 24000,
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"mel_channels": 80,
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"speech_token_size": 6561,
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"dtype": "float16",
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"quantization": {
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"bits": 8,
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"group_size": 64,
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"quantized_components": [
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"tokenizer/model.layers"
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]
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}
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}
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merges.txt
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:94cb536647f64d1145f3031093a8caf69ba8074b46919499e4f5ae357cb13a2a
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size 957064122
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tokenizer_config.json
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{
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"add_prefix_space": false,
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"added_tokens_decoder": {
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"151643": {
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"content": "<|endoftext|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"151644": {
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"content": "<|im_start|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"151645": {
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"content": "<|im_end|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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}
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},
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"additional_special_tokens": ["<|im_start|>", "<|im_end|>"],
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"bos_token": null,
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"chat_template": "{% for message in messages %}{% if loop.first and messages[0]['role'] != 'system' %}{{ '<|im_start|>system\nYou are a helpful assistant.<|im_end|>\n' }}{% endif %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}",
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"clean_up_tokenization_spaces": false,
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"eos_token": "<|im_end|>",
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"errors": "replace",
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"model_max_length": 32768,
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"pad_token": "<|endoftext|>",
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"split_special_tokens": false,
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"tokenizer_class": "Qwen2Tokenizer",
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"unk_token": null
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}
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vocab.json
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