tml-epfl / long-is-more-for-alignmentLinks
Long Is More for Alignment: A Simple but Tough-to-Beat Baseline for Instruction Fine-Tuning [ICML 2024]
☆17Updated last year
Alternatives and similar repositories for long-is-more-for-alignment
Users that are interested in long-is-more-for-alignment are comparing it to the libraries listed below
Sorting:
- A Kernel-Based View of Language Model Fine-Tuning https://arxiv.org/abs/2210.05643☆75Updated last year
- Official implementation of Bootstrapping Language Models via DPO Implicit Rewards☆44Updated 2 months ago
- Restore safety in fine-tuned language models through task arithmetic☆28Updated last year
- ☆40Updated last year
- Source codes for "Preference-grounded Token-level Guidance for Language Model Fine-tuning" (NeurIPS 2023).☆16Updated 5 months ago
- Align your LM to express calibrated verbal statements of confidence in its long-form generations.☆26Updated last year
- This is the official repo for Towards Uncertainty-Aware Language Agent.☆25Updated 10 months ago
- ☆28Updated last year
- ☆19Updated last year
- Is In-Context Learning Sufficient for Instruction Following in LLMs? [ICLR 2025]☆30Updated 5 months ago
- Providing the answer to "How to do patching on all available SAEs on GPT-2?". It is an official repository of the implementation of the p…☆11Updated 4 months ago
- Learning adapter weights from task descriptions☆19Updated last year
- ☆37Updated last year
- Code for "Tracing Knowledge in Language Models Back to the Training Data"☆38Updated 2 years ago
- ☆13Updated 7 months ago
- ☆29Updated last year
- [𝐄𝐌𝐍𝐋𝐏 𝐅𝐢𝐧𝐝𝐢𝐧𝐠𝐬 𝟐𝟎𝟐𝟒 & 𝐀𝐂𝐋 𝟐𝟎𝟐𝟒 𝐍𝐋𝐑𝐒𝐄 𝐎𝐫𝐚𝐥] 𝘌𝘯𝘩𝘢𝘯𝘤𝘪𝘯𝘨 𝘔𝘢𝘵𝘩𝘦𝘮𝘢𝘵𝘪𝘤𝘢𝘭 𝘙𝘦𝘢𝘴𝘰𝘯𝘪𝘯…☆51Updated last year
- Analyzing LLM Alignment via Token distribution shift☆16Updated last year
- Directional Preference Alignment☆57Updated 9 months ago
- [ACL'24 Oral] Analysing The Impact of Sequence Composition on Language Model Pre-Training☆22Updated 10 months ago
- Code for "Universal Adversarial Triggers Are Not Universal."☆17Updated last year
- Repository for "Propagating Knowledge Updates to LMs Through Distillation" (NeurIPS 2023).☆25Updated 10 months ago
- ☆27Updated 2 years ago
- Self-Supervised Alignment with Mutual Information☆19Updated last year
- ☆95Updated last year
- Code for Paper (Preserving Diversity in Supervised Fine-tuning of Large Language Models)☆30Updated last month
- [ICML 2024] Junk DNA Hypothesis: A Task-Centric Angle of LLM Pre-trained Weights through Sparsity; Lu Yin*, Ajay Jaiswal*, Shiwei Liu, So…☆16Updated 2 months ago
- This is the repository for "Model Merging by Uncertainty-Based Gradient Matching", ICLR 2024.☆27Updated last year
- ☆11Updated last year
- ☆14Updated 8 months ago