RLHFlow / Directional-Preference-AlignmentLinks
Directional Preference Alignment
☆59Updated 10 months ago
Alternatives and similar repositories for Directional-Preference-Alignment
Users that are interested in Directional-Preference-Alignment are comparing it to the libraries listed below
Sorting:
- Official implementation of Bootstrapping Language Models via DPO Implicit Rewards☆44Updated 3 months ago
- ICML 2024 - Official Repository for EXO: Towards Efficient Exact Optimization of Language Model Alignment☆58Updated last year
- Official repository for ACL 2025 paper "Model Extrapolation Expedites Alignment"☆75Updated 2 months ago
- Personalized Soups: Personalized Large Language Model Alignment via Post-hoc Parameter Merging☆108Updated last year
- 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 10 months ago
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆123Updated 10 months ago
- ☆88Updated last year
- [𝐄𝐌𝐍𝐋𝐏 𝐅𝐢𝐧𝐝𝐢𝐧𝐠𝐬 𝟐𝟎𝟐𝟒 & 𝐀𝐂𝐋 𝟐𝟎𝟐𝟒 𝐍𝐋𝐑𝐒𝐄 𝐎𝐫𝐚𝐥] 𝘌𝘯𝘩𝘢𝘯𝘤𝘪𝘯𝘨 𝘔𝘢𝘵𝘩𝘦𝘮𝘢𝘵𝘪𝘤𝘢𝘭 𝘙𝘦𝘢𝘴𝘰𝘯𝘪𝘯…☆51Updated last year
- Reproduction of "RLCD Reinforcement Learning from Contrast Distillation for Language Model Alignment☆69Updated last year
- This is an official implementation of the paper ``Building Math Agents with Multi-Turn Iterative Preference Learning'' with multi-turn DP…☆28Updated 7 months ago
- Reference implementation for Token-level Direct Preference Optimization(TDPO)☆143Updated 5 months ago
- ☆99Updated last year
- The official repository of "Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint"☆38Updated last year
- Code and models for EMNLP 2024 paper "WPO: Enhancing RLHF with Weighted Preference Optimization"☆41Updated 10 months ago
- Code accompanying the paper "Noise Contrastive Alignment of Language Models with Explicit Rewards" (NeurIPS 2024)☆55Updated 8 months ago
- Code for ACL2024 paper - Adversarial Preference Optimization (APO).☆56Updated last year
- official implementation of ICLR'2025 paper: Rethinking Bradley-Terry Models in Preference-based Reward Modeling: Foundations, Theory, and…☆66Updated 4 months ago
- This is code for most of the experiments in the paper Understanding the Effects of RLHF on LLM Generalisation and Diversity☆44Updated last year
- Code for Paper (Preserving Diversity in Supervised Fine-tuning of Large Language Models)☆35Updated 2 months ago
- Code for ICLR 2025 Paper "What is Wrong with Perplexity for Long-context Language Modeling?"☆92Updated last week
- GenRM-CoT: Data release for verification rationales☆63Updated 9 months ago
- Self-Supervised Alignment with Mutual Information☆21Updated last year
- Self-Alignment with Principle-Following Reward Models☆162Updated 2 months ago
- Code and data used in the paper: "Training on Incorrect Synthetic Data via RL Scales LLM Math Reasoning Eight-Fold"☆30Updated last year
- ☆49Updated 2 months ago
- Official github repo for the paper "Compression Represents Intelligence Linearly" [COLM 2024]☆139Updated 10 months ago
- Source codes for "Preference-grounded Token-level Guidance for Language Model Fine-tuning" (NeurIPS 2023).☆16Updated 6 months ago
- Domain-specific preference (DSP) data and customized RM fine-tuning.☆25Updated last year
- A Large-Scale, High-Quality Math Dataset for Reinforcement Learning in Language Models☆59Updated 5 months ago
- ☆18Updated last year