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isa2023
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reacted
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grimjim
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20 days ago
Going forward, I will be adopting the term Magnitude-Preserving Orthogonal Ablation (MPOA) for my recent work in mitigating model damage from abliteration. The technique potentially unlocks reasoning capacity previously occupied with safety refusal processing. For details, start here: https://huggingface.co/blog/grimjim/norm-preserving-biprojected-abliteration Showcase results: https://huggingface.co/grimjim/gemma-3-12b-it-norm-preserved-biprojected-abliterated (outperforms base instruct on UGI Leaderboard NatInt) (The existing name, while technically accurate, was a bit of a mouthful.)
reacted
to
grimjim
's
post
with 👍
20 days ago
Going forward, I will be adopting the term Magnitude-Preserving Orthogonal Ablation (MPOA) for my recent work in mitigating model damage from abliteration. The technique potentially unlocks reasoning capacity previously occupied with safety refusal processing. For details, start here: https://huggingface.co/blog/grimjim/norm-preserving-biprojected-abliteration Showcase results: https://huggingface.co/grimjim/gemma-3-12b-it-norm-preserved-biprojected-abliterated (outperforms base instruct on UGI Leaderboard NatInt) (The existing name, while technically accurate, was a bit of a mouthful.)
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onekq
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20 days ago
This post is the byproduct of my investigation on GPU depreciation. Very interesting dynamics between Chinese models and American chips. https://huggingface.co/blog/onekq/nvfp4-int4 More stories like this will emerge down the road.
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