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Edwin

edwinhere
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reacted to fblgit's post with 👍 21 days 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
updated a model 24 days ago
edwinhere/namer
published a model 24 days ago
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