haozheji / exact-optimization
ICML 2024 - Official Repository for EXO: Towards Efficient Exact Optimization of Language Model Alignment
☆52Updated 9 months ago
Alternatives and similar repositories for exact-optimization:
Users that are interested in exact-optimization are comparing it to the libraries listed below
- Directional Preference Alignment☆56Updated 6 months ago
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆119Updated 6 months ago
- Code accompanying the paper "Noise Contrastive Alignment of Language Models with Explicit Rewards" (NeurIPS 2024)☆50Updated 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…☆26Updated 6 months ago
- ☆81Updated last year
- Code for ACL2024 paper - Adversarial Preference Optimization (APO).☆52Updated 9 months ago
- [𝐄𝐌𝐍𝐋𝐏 𝐅𝐢𝐧𝐝𝐢𝐧𝐠𝐬 𝟐𝟎𝟐𝟒 & 𝐀𝐂𝐋 𝟐𝟎𝟐𝟒 𝐍𝐋𝐑𝐒𝐄 𝐎𝐫𝐚𝐥] 𝘌𝘯𝘩𝘢𝘯𝘤𝘪𝘯𝘨 𝘔𝘢𝘵𝘩𝘦𝘮𝘢𝘵𝘪𝘤𝘢𝘭 𝘙𝘦𝘢𝘴𝘰𝘯𝘪𝘯…☆48Updated 10 months ago
- Personalized Soups: Personalized Large Language Model Alignment via Post-hoc Parameter Merging☆97Updated last year
- Code and data used in the paper: "Training on Incorrect Synthetic Data via RL Scales LLM Math Reasoning Eight-Fold"☆29Updated 9 months ago
- Interpretable Contrastive Monte Carlo Tree Search Reasoning☆46Updated 4 months ago
- [ACL'24] Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization☆72Updated 7 months ago
- GenRM-CoT: Data release for verification rationales☆51Updated 5 months ago
- Domain-specific preference (DSP) data and customized RM fine-tuning.☆25Updated last year
- Code and models for EMNLP 2024 paper "WPO: Enhancing RLHF with Weighted Preference Optimization"☆38Updated 6 months ago
- Official repository for paper "Weak-to-Strong Extrapolation Expedites Alignment"☆73Updated 9 months ago
- official implementation of paper "Process Reward Model with Q-value Rankings"☆51Updated last month
- The official repository of "Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint"☆37Updated last year
- Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering☆58Updated 3 months ago
- [ICLR 2025] Code for the paper "Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning"☆43Updated last month
- Lightweight Adapting for Black-Box Large Language Models☆21Updated last year
- ☆47Updated 7 months ago
- ☆61Updated 4 months ago
- ☆29Updated 4 months ago
- Online Adaptation of Language Models with a Memory of Amortized Contexts (NeurIPS 2024)☆63Updated 7 months ago
- This is an official implementation of the paper ``Building Math Agents with Multi-Turn Iterative Preference Learning'' with multi-turn DP…☆23Updated 3 months ago
- ☆37Updated last year
- Reference implementation for Token-level Direct Preference Optimization(TDPO)☆130Updated last month
- ☆65Updated 11 months ago
- [ACL 2024] Self-Training with Direct Preference Optimization Improves Chain-of-Thought Reasoning☆41Updated 7 months ago
- Code for ICLR 2025 Paper "What is Wrong with Perplexity for Long-context Language Modeling?"☆44Updated last month