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Codec size is huge #4

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MonolithFoundation opened this issue Jan 21, 2025 · 2 comments
Open

Codec size is huge #4

MonolithFoundation opened this issue Jan 21, 2025 · 2 comments

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@MonolithFoundation
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The current codec model huge, about 14GB, this even not count the LLM size.

Any plan to release a smaller size codec?
@zhenye234
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The codec model itself is actually not that large; it only uses about 3GB, with parameter size being less than 1B, https://huggingface.co/HKUST-Audio/xcodec2/blob/main/pytorch_model.bin For inference, you only need this. The larger size is because I also provided checkpoint includes all the state, making it suitable for continued training as well. https://huggingface.co/HKUST-Audio/xcodec2/blob/main/ckpt/epoch%3D4-step%3D1400000.ckpt Hope this clears things up!

@MonolithFoundation
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thank u, is that possible make 3G even smaller but still maintain the ability?

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@zhenye234 @MonolithFoundation