Cornell-RL / drpo
Dateset Reset Policy Optimization
☆30Updated last year
Alternatives and similar repositories for drpo:
Users that are interested in drpo are comparing it to the libraries listed below
- Learning from preferences is a common paradigm for fine-tuning language models. Yet, many algorithmic design decisions come into play. Ou…☆28Updated last year
- Code for Paper (Policy Optimization in RLHF: The Impact of Out-of-preference Data)☆28Updated last year
- This is code for most of the experiments in the paper Understanding the Effects of RLHF on LLM Generalisation and Diversity☆43Updated last year
- Domain-specific preference (DSP) data and customized RM fine-tuning.☆25Updated last year
- Natural Language Reinforcement Learning☆87Updated 4 months ago
- Advantage Leftover Lunch Reinforcement Learning (A-LoL RL): Improving Language Models with Advantage-based Offline Policy Gradients☆26Updated 7 months ago
- SCoRe: Training Language Models to Self-Correct via Reinforcement Learning☆9Updated 3 months ago
- Self-Supervised Alignment with Mutual Information☆17Updated 11 months ago
- ☆90Updated 9 months ago
- Uni-RLHF platform for "Uni-RLHF: Universal Platform and Benchmark Suite for Reinforcement Learning with Diverse Human Feedback" (ICLR2024…☆36Updated 5 months ago
- ☆33Updated last month
- Rewarded soups official implementation☆58Updated last year
- Code and Configs for Asynchronous RLHF: Faster and More Efficient RL for Language Models☆45Updated last month
- Code for ACL2024 paper - Adversarial Preference Optimization (APO).☆53Updated 10 months ago
- Directional Preference Alignment☆57Updated 7 months ago
- Sotopia-π: Interactive Learning of Socially Intelligent Language Agents (ACL 2024)☆62Updated 11 months ago
- official implementation of ICLR'2025 paper: Rethinking Bradley-Terry Models in Preference-based Reward Modeling: Foundations, Theory, and…☆54Updated 3 weeks ago
- Implementation of the paper "Q-Adapter: Customizing Pre-trained LLMs to New Preferences with Forgetting Mitigation"☆16Updated 6 months ago
- Official implementation of Bootstrapping Language Models via DPO Implicit Rewards☆43Updated last week
- ☆137Updated 5 months ago
- ICML 2024 - Official Repository for EXO: Towards Efficient Exact Optimization of Language Model Alignment☆55Updated 10 months ago
- [ICML 2024] Official code release accompanying the paper "diff History for Neural Language Agents" (Piterbarg, Pinto, Fergus)☆20Updated 8 months ago
- Source codes for "Preference-grounded Token-level Guidance for Language Model Fine-tuning" (NeurIPS 2023).☆16Updated 3 months ago
- PreAct: Prediction Enhances Agent's Planning Ability (Coling2025)☆26Updated 4 months ago
- NeurIPS 2024 tutorial on LLM Inference☆42Updated 4 months ago
- Learning to Modulate pre-trained Models in RL (Decision Transformer, LoRA, Fine-tuning)☆56Updated 6 months ago
- Official repository for ALT (ALignment with Textual feedback).☆10Updated 9 months ago
- Official implementation of "Direct Preference-based Policy Optimization without Reward Modeling" (NeurIPS 2023)☆42Updated 9 months ago
- ☆30Updated 5 months ago
- Code for "Echo Chamber: RL Post-training Amplifies Behaviors Learned in Pretraining"☆11Updated last week