UCSB-NLP-Chang / Prereq_tuneLinks
Implementation for the paper "Fictitious Synthetic Data Can Improve LLM Factuality via Prerequisite Learning"
☆11Updated 9 months ago
Alternatives and similar repositories for Prereq_tune
Users that are interested in Prereq_tune are comparing it to the libraries listed below
Sorting:
- ☆15Updated last year
- ☆16Updated last year
- Official implementation of Bootstrapping Language Models via DPO Implicit Rewards☆44Updated 6 months ago
- Code for reproducing our paper "Low Rank Adapting Models for Sparse Autoencoder Features"☆17Updated 6 months ago
- Codebase for Instruction Following without Instruction Tuning☆36Updated last year
- Exploration of automated dataset selection approaches at large scales.☆47Updated 7 months ago
- ACL24☆10Updated last year
- EMNLP 2024: Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue☆37Updated 5 months ago
- This is the oficial repository for "Safer-Instruct: Aligning Language Models with Automated Preference Data"☆17Updated last year
- Code for "Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective"☆32Updated last year
- Self-Supervised Alignment with Mutual Information☆21Updated last year
- Let's Sample Step by Step: Adaptive-Consistency for Efficient Reasoning with LLMs☆39Updated last year
- [NAACL 2025] A Closer Look into Mixture-of-Experts in Large Language Models☆55Updated 8 months ago
- Code for the arXiv preprint "The Unreasonable Effectiveness of Easy Training Data"☆48Updated last year
- ☆14Updated 2 years ago
- [NeurIPS'24] Weak-to-Strong Search: Align Large Language Models via Searching over Small Language Models☆62Updated 10 months ago
- Introducing Filtered Direct Preference Optimization (fDPO) that enhances language model alignment with human preferences by discarding lo…☆16Updated 11 months ago
- ☆13Updated 3 months ago
- The official repository of "Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint"☆38Updated last year
- This repository contains the code and data for the paper "VisOnlyQA: Large Vision Language Models Still Struggle with Visual Perception o…☆27Updated 3 months ago
- Is In-Context Learning Sufficient for Instruction Following in LLMs? [ICLR 2025]☆31Updated 9 months ago
- Source code of "Reasons to Reject? Aligning Language Models with Judgments"☆58Updated last year
- [𝐄𝐌𝐍𝐋𝐏 𝐅𝐢𝐧𝐝𝐢𝐧𝐠𝐬 𝟐𝟎𝟐𝟒 & 𝐀𝐂𝐋 𝟐𝟎𝟐𝟒 𝐍𝐋𝐑𝐒𝐄 𝐎𝐫𝐚𝐥] 𝘌𝘯𝘩𝘢𝘯𝘤𝘪𝘯𝘨 𝘔𝘢𝘵𝘩𝘦𝘮𝘢𝘵𝘪𝘤𝘢𝘭 𝘙𝘦𝘢𝘴𝘰𝘯𝘪𝘯…☆51Updated last year
- Restore safety in fine-tuned language models through task arithmetic☆29Updated last year
- Improving Language Understanding from Screenshots. Paper: https://arxiv.org/abs/2402.14073☆31Updated last year
- [ICML 2025] Beyond Bradley-Terry Models: A General Preference Model for Language Model Alignment (https://arxiv.org/abs/2410.02197)☆30Updated last month
- This is the official repo for Towards Uncertainty-Aware Language Agent.☆29Updated last year
- An official implementation of "Catastrophic Failure of LLM Unlearning via Quantization" (ICLR 2025)☆33Updated 8 months ago
- Directional Preference Alignment☆57Updated last year
- [ACL 2025] Are Your LLMs Capable of Stable Reasoning?☆30Updated 2 months ago