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
☆43Updated 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:
- Official implementation of Bootstrapping Language Models via DPO Implicit Rewards☆44Updated 2 months ago
- Rewarded soups official implementation☆58Updated last year
- ☆95Updated 11 months ago
- Self-Supervised Alignment with Mutual Information☆19Updated last year
- Directional Preference Alignment☆57Updated 9 months ago
- Domain-specific preference (DSP) data and customized RM fine-tuning.☆25Updated last year
- ☆97Updated 11 months ago
- Code for Paper (Policy Optimization in RLHF: The Impact of Out-of-preference Data)☆28Updated last year
- ☆40Updated last year
- This is an official implementation of the paper ``Building Math Agents with Multi-Turn Iterative Preference Learning'' with multi-turn DP…☆25Updated 6 months ago
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆121Updated 9 months ago
- Online Adaptation of Language Models with a Memory of Amortized Contexts (NeurIPS 2024)☆63Updated 10 months ago
- ☆16Updated 7 months ago
- Dateset Reset Policy Optimization☆30Updated last year
- This is the official repo for Towards Uncertainty-Aware Language Agent.☆25Updated 10 months ago
- Learning from preferences is a common paradigm for fine-tuning language models. Yet, many algorithmic design decisions come into play. Ou…☆29Updated last year
- ☆85Updated last year
- AdaRFT: Efficient Reinforcement Finetuning via Adaptive Curriculum Learning☆37Updated last week
- ICML 2024 - Official Repository for EXO: Towards Efficient Exact Optimization of Language Model Alignment☆57Updated last year
- A Large-Scale, High-Quality Math Dataset for Reinforcement Learning in Language Models☆57Updated 4 months ago
- [𝐄𝐌𝐍𝐋𝐏 𝐅𝐢𝐧𝐝𝐢𝐧𝐠𝐬 𝟐𝟎𝟐𝟒 & 𝐀𝐂𝐋 𝟐𝟎𝟐𝟒 𝐍𝐋𝐑𝐒𝐄 𝐎𝐫𝐚𝐥] 𝘌𝘯𝘩𝘢𝘯𝘤𝘪𝘯𝘨 𝘔𝘢𝘵𝘩𝘦𝘮𝘢𝘵𝘪𝘤𝘢𝘭 𝘙𝘦𝘢𝘴𝘰𝘯𝘪𝘯…☆51Updated last year
- Advantage Leftover Lunch Reinforcement Learning (A-LoL RL): Improving Language Models with Advantage-based Offline Policy Gradients☆26Updated 9 months ago
- RENT (Reinforcement Learning via Entropy Minimization) is an unsupervised method for training reasoning LLMs.☆28Updated 3 weeks ago
- Sotopia-π: Interactive Learning of Socially Intelligent Language Agents (ACL 2024)☆65Updated last year
- Code accompanying the paper "Noise Contrastive Alignment of Language Models with Explicit Rewards" (NeurIPS 2024)☆54Updated 7 months ago
- Reproduction of "RLCD Reinforcement Learning from Contrast Distillation for Language Model Alignment☆69Updated last year
- [ICLR 2025] "Training LMs on Synthetic Edit Sequences Improves Code Synthesis" (Piterbarg, Pinto, Fergus)☆19Updated 4 months ago
- ☆31Updated 7 months ago
- This is an official implementation of the Reward rAnked Fine-Tuning Algorithm (RAFT), also known as iterative best-of-n fine-tuning or re…☆32Updated 9 months ago
- Code for "Echo Chamber: RL Post-training Amplifies Behaviors Learned in Pretraining"☆18Updated 2 months ago