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  ---
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  ## gguf quantized ace-step-v1-3.5b
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  - base model from [ace-step](https://huggingface.co/ACE-Step)
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- - as need to keep some key tensors (in f32 status) to make it works; file size might not decrease that much; but load faster than the checkpoint itself a lot
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  - umt5_base tokenizer has problem from the upper level code; should wait for the code update; for the time being, take the encoder inside safetensors checkpoint instead
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  - dry running
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  ---
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  ## gguf quantized ace-step-v1-3.5b
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  - base model from [ace-step](https://huggingface.co/ACE-Step)
11
+ - as need to keep some key tensors (in f32 status) to make it works; file size might not decrease that much; but load faster than the model from checkpoint itself a lot
12
  - umt5_base tokenizer has problem from the upper level code; should wait for the code update; for the time being, take the encoder inside safetensors checkpoint instead
13
  - dry running
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