Somnath Banerjee's picture

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Somnath Banerjee

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liked a dataset about 11 hours ago

SoftMINER-Group/HarmEval

updated a dataset about 11 hours ago

SoftMINER-Group/HarmEval

reacted to rimahazra's post with 🔥 about 1 month ago

🔥 🔥 Releasing our new paper on AI safety alignment -- Safety Arithmetic: A Framework for Test-time Safety Alignment of Language Models by Steering Parameters and Activations 🎯 with Sayan Layek, Somnath Banerjee and Soujanya Poria. 👉 We propose Safety Arithmetic, a training-free framework enhancing LLM safety across different scenarios: Base models, Supervised fine-tuned models (SFT), and Edited models. Safety Arithmetic involves Harm Direction Removal (HDR) to avoid harmful content and Safety Alignment to promote safe responses. 👉 Paper: https://arxiv.org/abs/2406.11801v1 👉 Code: https://github.com/declare-lab/safety-arithmetic

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Papers 12

arxiv:2406.12274

arxiv:2406.11801

arxiv:2406.11139

arxiv:2402.16159

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