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  > persimmon-8b went to the vocab lipo clinic
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- This is a slimmed-down version of [persimmon-8b-base](https://huggingface.co/adept/persimmon-8b-base) that removes the 70,000 unused entries in the model vocab and tokenizer. Should be _slightly_ faster.
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  Credit: [fine-tune-fuyu](https://github.com/phillip-kravtsov/fine-tune-fuyu) (`scripts/surgery.py` was adapted for persimmon)
 
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  > persimmon-8b went to the vocab lipo clinic
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+ This is a slimmed-down version of [persimmon-8b-base](https://huggingface.co/adept/persimmon-8b-base) that removes the 70,000 unused entries in the model vocab and tokenizer (check out the safetensors layer overview). Should be _slightly_ faster.
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  Credit: [fine-tune-fuyu](https://github.com/phillip-kravtsov/fine-tune-fuyu) (`scripts/surgery.py` was adapted for persimmon)