facebookresearch / RLCDLinks
Reproduction of "RLCD Reinforcement Learning from Contrast Distillation for Language Model Alignment
☆69Updated 2 years ago
Alternatives and similar repositories for RLCD
Users that are interested in RLCD are comparing it to the libraries listed below
Sorting:
- Directional Preference Alignment☆58Updated last year
- Self-Alignment with Principle-Following Reward Models☆169Updated 2 months ago
- Personalized Soups: Personalized Large Language Model Alignment via Post-hoc Parameter Merging☆111Updated 2 years ago
- Official implementation of Bootstrapping Language Models via DPO Implicit Rewards☆44Updated 7 months ago
- The official repository of "Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint"☆38Updated last year
- [NeurIPS'24] Weak-to-Strong Search: Align Large Language Models via Searching over Small Language Models☆63Updated 11 months ago
- [𝐄𝐌𝐍𝐋𝐏 𝐅𝐢𝐧𝐝𝐢𝐧𝐠𝐬 𝟐𝟎𝟐𝟒 & 𝐀𝐂𝐋 𝟐𝟎𝟐𝟒 𝐍𝐋𝐑𝐒𝐄 𝐎𝐫𝐚𝐥] 𝘌𝘯𝘩𝘢𝘯𝘤𝘪𝘯𝘨 𝘔𝘢𝘵𝘩𝘦𝘮𝘢𝘵𝘪𝘤𝘢𝘭 𝘙𝘦𝘢𝘴𝘰𝘯𝘪𝘯…☆51Updated last year
- [NeurIPS 2024 Spotlight] Code and data for the paper "Finding Transformer Circuits with Edge Pruning".☆62Updated 3 months ago
- Official repository for ACL 2025 paper "Model Extrapolation Expedites Alignment"☆76Updated 6 months ago
- Code for ACL2024 paper - Adversarial Preference Optimization (APO).☆56Updated last year
- ☆103Updated last year
- A curated list of awesome resources dedicated to Scaling Laws for LLMs☆80Updated 2 years ago
- Official github repo for the paper "Compression Represents Intelligence Linearly" [COLM 2024]☆143Updated last year
- Official repository for MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models [NeurIPS 2024]☆76Updated last year
- Lightweight tool to identify Data Contamination in LLMs evaluation☆52Updated last year
- Implementation of ICML 23 Paper: Specializing Smaller Language Models towards Multi-Step Reasoning.☆132Updated 2 years ago
- Reference implementation for Token-level Direct Preference Optimization(TDPO)☆148Updated 9 months ago
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆124Updated last year
- PASTA: Post-hoc Attention Steering for LLMs☆129Updated last year
- ☆59Updated 6 months ago
- Let's Sample Step by Step: Adaptive-Consistency for Efficient Reasoning with LLMs☆39Updated last year
- "Improving Mathematical Reasoning with Process Supervision" by OPENAI☆113Updated last month
- ICML 2024 - Official Repository for EXO: Towards Efficient Exact Optimization of Language Model Alignment☆57Updated last year
- Data and code for the ICLR 2023 paper "Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning".☆163Updated last year
- Code and Data for "Long-context LLMs Struggle with Long In-context Learning" [TMLR2025]☆110Updated 9 months ago
- This is code for most of the experiments in the paper Understanding the Effects of RLHF on LLM Generalisation and Diversity☆47Updated last year
- [ICML 2024] Selecting High-Quality Data for Training Language Models☆193Updated last year
- ☆108Updated 4 months ago
- ☆53Updated 9 months ago
- [ICLR 2023] Code for our paper "Selective Annotation Makes Language Models Better Few-Shot Learners"☆111Updated 2 years ago