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Akababa avatar Akababa commented on July 25, 2024 1

I'm haven't looked at the the gpt2simple finetuning implementation, but about 36000/50000 of the BPE encodings in encoding.json involve some unicode escape like \u00e6 which we can discard if our goal is only to output certain english text without stuff like ÊƃŠ emojis, etc.
Are these baked into the model pre-finetuning? If not then we should be able to preprocess the training data to get a far more compact BPE.

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dyc3 avatar dyc3 commented on July 25, 2024 1

I know that spaCy has named entity detection and it's pretty accurate. It could probably be automated

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