facebookresearch / rlfh-gen-divLinks
This is code for most of the experiments in the paper Understanding the Effects of RLHF on LLM Generalisation and Diversity
☆47Updated last year
Alternatives and similar repositories for rlfh-gen-div
Users that are interested in rlfh-gen-div are comparing it to the libraries listed below
Sorting:
- Rewarded soups official implementation☆62Updated 2 years ago
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆125Updated last year
- Directional Preference Alignment☆58Updated last year
- Code for the paper "VinePPO: Unlocking RL Potential For LLM Reasoning Through Refined Credit Assignment"☆182Updated 6 months ago
- ☆106Updated last year
- Official implementation of Bootstrapping Language Models via DPO Implicit Rewards☆45Updated 7 months ago
- official implementation of ICLR'2025 paper: Rethinking Bradley-Terry Models in Preference-based Reward Modeling: Foundations, Theory, and…☆70Updated 8 months ago
- Code for NeurIPS 2024 paper "Regularizing Hidden States Enables Learning Generalizable Reward Model for LLMs"☆43Updated 9 months ago
- Code for Paper (Policy Optimization in RLHF: The Impact of Out-of-preference Data)☆28Updated last year
- Personalized Soups: Personalized Large Language Model Alignment via Post-hoc Parameter Merging☆113Updated 2 years ago
- This is the official repo for Towards Uncertainty-Aware Language Agent.☆30Updated last year
- This is an official implementation of the paper ``Building Math Agents with Multi-Turn Iterative Preference Learning'' with multi-turn DP…☆30Updated last year
- A Large-Scale, High-Quality Math Dataset for Reinforcement Learning in Language Models☆68Updated 9 months ago
- Self-Supervised Alignment with Mutual Information☆20Updated last year
- GenRM-CoT: Data release for verification rationales☆66Updated last year
- ☆106Updated last year
- Code for "Reasoning to Learn from Latent Thoughts"☆123Updated 8 months ago
- Reproduction of "RLCD Reinforcement Learning from Contrast Distillation for Language Model Alignment☆69Updated 2 years ago
- ☆46Updated last year
- Online Adaptation of Language Models with a Memory of Amortized Contexts (NeurIPS 2024)☆70Updated last year
- Research Code for "ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL"☆198Updated 7 months ago
- Learning from preferences is a common paradigm for fine-tuning language models. Yet, many algorithmic design decisions come into play. Ou…☆32Updated last year
- [𝐄𝐌𝐍𝐋𝐏 𝐅𝐢𝐧𝐝𝐢𝐧𝐠𝐬 𝟐𝟎𝟐𝟒 & 𝐀𝐂𝐋 𝟐𝟎𝟐𝟒 𝐍𝐋𝐑𝐒𝐄 𝐎𝐫𝐚𝐥] 𝘌𝘯𝘩𝘢𝘯𝘤𝘪𝘯𝘨 𝘔𝘢𝘵𝘩𝘦𝘮𝘢𝘵𝘪𝘤𝘢𝘭 𝘙𝘦𝘢𝘴𝘰𝘯𝘪𝘯…☆51Updated last year
- Code accompanying the paper "Noise Contrastive Alignment of Language Models with Explicit Rewards" (NeurIPS 2024)☆57Updated last year
- Code for the paper: Dense Reward for Free in Reinforcement Learning from Human Feedback (ICML 2024) by Alex J. Chan, Hao Sun, Samuel Holt…☆37Updated last year
- ☆100Updated last year
- This is an official implementation of the Reward rAnked Fine-Tuning Algorithm (RAFT), also known as iterative best-of-n fine-tuning or re…☆37Updated last year
- RL algorithm: Advantage induced policy alignment☆66Updated 2 years ago
- ICML 2024 - Official Repository for EXO: Towards Efficient Exact Optimization of Language Model Alignment☆57Updated last year
- official implementation of paper "Process Reward Model with Q-value Rankings"☆65Updated 10 months ago