facebookresearch / rlfh-gen-div
This is code for most of the experiments in the paper Understanding the Effects of RLHF on LLM Generalisation and Diversity
☆38Updated 10 months ago
Related projects ⓘ
Alternatives and complementary repositories for rlfh-gen-div
- Rewarded soups official implementation☆51Updated last year
- Code for Paper (Policy Optimization in RLHF: The Impact of Out-of-preference Data)☆23Updated 11 months ago
- ☆73Updated 4 months ago
- Official implementation of Bootstrapping Language Models via DPO Implicit Rewards☆39Updated 3 months ago
- [ACL'24] Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization☆54Updated 3 months ago
- ☆33Updated 9 months ago
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆97Updated 2 months ago
- Directional Preference Alignment☆50Updated last month
- Self-Supervised Alignment with Mutual Information☆14Updated 5 months ago
- Reference implementation for Token-level Direct Preference Optimization(TDPO)☆107Updated 4 months ago
- Online Adaptation of Language Models with a Memory of Amortized Contexts (NeurIPS 2024)☆53Updated 3 months ago
- Research Code for "ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL"☆105Updated 7 months ago
- Code for the paper "VinePPO: Unlocking RL Potential For LLM Reasoning Through Refined Credit Assignment"☆80Updated last week
- Domain-specific preference (DSP) data and customized RM fine-tuning.☆24Updated 8 months ago
- [ACL'24, Outstanding Paper] Emulated Disalignment: Safety Alignment for Large Language Models May Backfire!☆29Updated 3 months ago
- Preprint: Asymmetry in Low-Rank Adapters of Foundation Models☆30Updated 8 months ago
- Code for the ICML 2024 paper "Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment"☆48Updated 2 weeks ago
- ICML 2024 - Official Repository for EXO: Towards Efficient Exact Optimization of Language Model Alignment☆46Updated 5 months ago
- GenRM-CoT: Data release for verification rationales☆23Updated last month
- ☆20Updated 4 months ago
- 🌾 OAT: Online AlignmenT for LLMs☆32Updated last week
- Source codes for "Preference-grounded Token-level Guidance for Language Model Fine-tuning" (NeurIPS 2023).☆14Updated last year
- Official implementation of "Direct Preference-based Policy Optimization without Reward Modeling" (NeurIPS 2023)☆38Updated 4 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…☆16Updated last month
- ☆90Updated 4 months ago
- ☆69Updated 8 months ago
- Advantage Leftover Lunch Reinforcement Learning (A-LoL RL): Improving Language Models with Advantage-based Offline Policy Gradients☆26Updated 2 months ago
- Code for ACL2024 paper - Adversarial Preference Optimization (APO).☆49Updated 5 months ago
- This is an official implementation of the paper ``Building Math Agents with Multi-Turn Iterative Preference Learning'' with multi-turn DP…☆15Updated 2 weeks ago
- ☆24Updated 7 months ago