satrams / rent-rlLinks
RENT (Reinforcement Learning via Entropy Minimization) is an unsupervised method for training reasoning LLMs.
☆31Updated last week
Alternatives and similar repositories for rent-rl
Users that are interested in rent-rl are comparing it to the libraries listed below
Sorting:
- This is an official implementation of the Reward rAnked Fine-Tuning Algorithm (RAFT), also known as iterative best-of-n fine-tuning or re…☆33Updated 9 months ago
- Code for Paper (Preserving Diversity in Supervised Fine-tuning of Large Language Models)☆33Updated 2 months ago
- The official repository of "Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint"☆38Updated last year
- Official implementation of Bootstrapping Language Models via DPO Implicit Rewards☆44Updated 3 months ago
- Official repository for ACL 2025 paper "Model Extrapolation Expedites Alignment"☆74Updated last month
- GSM-Plus: Data, Code, and Evaluation for Enhancing Robust Mathematical Reasoning in Math Word Problems.☆62Updated last year
- Directional Preference Alignment☆58Updated 9 months ago
- Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering☆61Updated 7 months ago
- Self-Supervised Alignment with Mutual Information☆20Updated last year
- Code and data used in the paper: "Training on Incorrect Synthetic Data via RL Scales LLM Math Reasoning Eight-Fold"☆30Updated last year
- The code of “Improving Weak-to-Strong Generalization with Scalable Oversight and Ensemble Learning”☆17Updated last year
- Evaluate the Quality of Critique☆36Updated last year
- Source codes for "Preference-grounded Token-level Guidance for Language Model Fine-tuning" (NeurIPS 2023).☆16Updated 6 months ago
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆123Updated 10 months ago
- Personalized Soups: Personalized Large Language Model Alignment via Post-hoc Parameter Merging☆108Updated last year
- [ICLR'25] Data and code for our paper "Why Does the Effective Context Length of LLMs Fall Short?"☆77Updated 7 months ago
- Official repository for ALT (ALignment with Textual feedback).☆10Updated 11 months ago
- Code and models for EMNLP 2024 paper "WPO: Enhancing RLHF with Weighted Preference Optimization"☆41Updated 9 months ago
- B-STAR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners☆82Updated last month
- Code accompanying the paper "Noise Contrastive Alignment of Language Models with Explicit Rewards" (NeurIPS 2024)☆54Updated 8 months ago
- ☆18Updated last year
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy☆63Updated 7 months ago
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆60Updated 9 months ago
- Domain-specific preference (DSP) data and customized RM fine-tuning.☆25Updated last year
- ☆14Updated last year
- [ICLR'24 spotlight] Tool-Augmented Reward Modeling☆51Updated last month
- [NeurIPS'24] Weak-to-Strong Search: Align Large Language Models via Searching over Small Language Models☆62Updated 7 months ago
- BeHonest: Benchmarking Honesty in Large Language Models☆34Updated 11 months ago
- Analyzing LLM Alignment via Token distribution shift☆16Updated last year
- ☆30Updated last year