weirayao / Retroformer
☆25Updated 10 months ago
Alternatives and similar repositories for Retroformer:
Users that are interested in Retroformer are comparing it to the libraries listed below
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆118Updated 5 months ago
- Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)☆121Updated 4 months ago
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆54Updated 4 months ago
- Interpretable Contrastive Monte Carlo Tree Search Reasoning☆44Updated 3 months ago
- Implementation of the ICML 2024 paper "Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning" pr…☆91Updated last year
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆96Updated 4 months ago
- [NeurIPS 2024 Oral] Aligner: Efficient Alignment by Learning to Correct☆157Updated last month
- Reference implementation for Token-level Direct Preference Optimization(TDPO)☆128Updated 2 weeks ago
- [ACL'24] Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization☆70Updated 6 months ago
- The official repository of "Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint"☆34Updated last year
- The official implementation of paper "Learning From Failure: Integrating Negative Examples when Fine-tuning Large Language Models as Agen…☆24Updated 11 months ago
- [NeurIPS 2024] Official code of $\beta$-DPO: Direct Preference Optimization with Dynamic $\beta$☆41Updated 4 months ago
- code for paper Query-Dependent Prompt Evaluation and Optimization with Offline Inverse Reinforcement Learning☆37Updated 11 months ago
- Code for Paper: Autonomous Evaluation and Refinement of Digital Agents [COLM 2024]☆125Updated 3 months ago
- Repo of paper "Free Process Rewards without Process Labels"☆128Updated last month
- Natural Language Reinforcement Learning☆76Updated 2 months ago
- Flow of Reasoning: Training LLMs for Divergent Problem Solving with Minimal Examples☆74Updated last month
- ☆65Updated 11 months ago
- [ACL2024] Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios☆53Updated 11 months ago
- ☆38Updated 3 months ago
- ☆98Updated last month
- This the implementation of LeCo☆32Updated last month
- [ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"☆54Updated last year
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆68Updated last month
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆50Updated 11 months ago
- ☆57Updated 3 months ago
- Code for the paper <SelfCheck: Using LLMs to Zero-Shot Check Their Own Step-by-Step Reasoning>☆48Updated last year
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy☆48Updated 2 months ago
- Personalized Soups: Personalized Large Language Model Alignment via Post-hoc Parameter Merging☆98Updated last year
- ☆42Updated 4 months ago