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Workshop
Mechanistically analyzing the effects of fine-tuning on procedurally defined tasks
Samyak Jain · Robert Kirk · Ekdeep Singh Lubana · Robert Dick · Hidenori Tanaka · Edward Grefenstette · Tim Rocktaeschel · David Krueger
Workshop
Mechanistically analyzing the effects of fine-tuning on procedurally defined tasks
Samyak Jain · Robert Kirk · Ekdeep Singh Lubana · Robert Dick · Hidenori Tanaka · Edward Grefenstette · Tim Rocktaeschel · David Krueger
Workshop
LoRA Fine-tuning Efficiently Undoes Safety Training in Llama 2-Chat 70B
Simon Lermen · Charlie Rogers-Smith
Workshop
LoRA Fine-tuning Efficiently Undoes Safety Training in Llama 2-Chat 70B
Simon Lermen · Charlie Rogers-Smith
Workshop
BEYOND FINE-TUNING: LORA MODULES BOOST NEAR- OOD DETECTION AND LLM SECURITY
Etienne Salimbeni · Francesco Craighero · Renata Khasanova · Milos Vasic · Pierre Vandergheynst
Workshop
BEYOND FINE-TUNING: LORA MODULES BOOST NEAR- OOD DETECTION AND LLM SECURITY
Etienne Salimbeni · Francesco Craighero · Renata Khasanova · Milos Vasic · Pierre Vandergheynst
Workshop
Selecting Large Language Model to Fine-tune via Rectified Scaling Law
Haowei Lin · Baizhou Huang · Haotian Ye · Qinyu Chen · Zihao Wang · Sujian Li · Jianzhu Ma · Xiaojun Wan · James Y Zou · Yitao Liang
Workshop
Sat 7:45 Variance-reduced Zeroth-Order Methods for Fine-Tuning Language Models
Tanmay Gautam
Workshop
Privacy-preserving Fine-tuning of Large Language Models through Flatness
Tiejin Chen · Longchao Da · Huixue Zhou · Pingzhi Li · Kaixiong Zhou · Tianlong Chen · Hua Wei
Workshop
Privacy-preserving Fine-tuning of Large Language Models through Flatness
Tiejin Chen · Longchao Da · Huixue Zhou · Pingzhi Li · Kaixiong Zhou · Tianlong Chen · Hua Wei
Workshop
Fine-tuning Pocket-conditioned 3D Molecule Generation via Reinforcement Learning
Daeseok Lee · Yongjun Cho
Workshop
Active Few-Shot Fine-Tuning
Jonas Hübotter · Bhavya · Lenart Treven · Yarden As · Andreas Krause