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Edwin

edwinhere

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edwinhere

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reacted to fblgit's post with 👍 38 minutes ago

Introducing `HarEmb - PII` a single-transformer-block distilled layer from OpenMed PII Privacy filter. Its a very tiny model that reaches comparable results at PII classification thru viterbi BIOES decoding, harnessing 98%~ the original model performance while being a tiny fraction of the base model. It doubles the performance tk/s, reduces the active params dramatically and the VRAM footprint. The evaluation & benchmarking is within the model repository and can be reproduced. I trained it with an RTX4090 without issues and it is compatible with OpenMed suite and a in-place replacement for openai privacy-filter model. https://huggingface.co/fblgit/haremb-privacy-filter-opennemo I'm looking for people who wants to co-author/contribute/endorse HarEmb research and the technical paper for the model. Contact xavi@juanako.ai

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liked a model 8 days ago

fblgit/haremb-privacy-filter-opennemo

Token Classification • 0.3B • Updated 8 days ago • 22 • 2