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[Ready] cosyvoice llm rl for TTS#12

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sharonyu-115 merged 18 commits into
nvidia-china-sae:mainfrom
yuekaizhang:speech_rl
Jul 18, 2025
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[Ready] cosyvoice llm rl for TTS#12
sharonyu-115 merged 18 commits into
nvidia-china-sae:mainfrom
yuekaizhang:speech_rl

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@yuekaizhang yuekaizhang commented Jul 8, 2025

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This PR supports using verl to conduct RL training experiments on cosyvoice2 llm models.

Specifically, we conducted GRPO experiments and got below results:

Model Seed-TTS test_zh CER Cosyvoice3 zero_shot_zh Comment
Official CosyVoice2 LLM 1.45 % 4.08% See the paper
SFT (initialized from Qwen2-0.5B-Instruct) 1.81 % 4.83% See PR #1887
GRPO (this work, trained on AIShell-3) 1.06 % 4.03%

@yuekaizhang yuekaizhang changed the title [WIP] cosyvoice llm rl for TTS [Ready] cosyvoice llm rl for TTS Jul 16, 2025
@yuekaizhang yuekaizhang requested a review from sharonyu-115 July 16, 2025 06:31
@sharonyu-115 sharonyu-115 merged commit ec62822 into nvidia-china-sae:main Jul 18, 2025
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2 participants