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AI & ML interests

Quantization, LLMs, Deep Learning for good. Follow me if you like my work. Patreon.com/s3nh

Recent Activity

upvoted a paper 8 days ago
Sumi: Open Uniform Diffusion Language Model from Scratch
liked a model 9 days ago
DJLougen/Qwen3.6-35B-A3B-REAP-90pct-GGUF
reacted to fblgit's post with 👍 10 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
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