Official repository for ACL 2025 paper "Model Extrapolation Expedites Alignment"
☆75May 20, 2025Updated 9 months ago
Alternatives and similar repositories for LLM-Extrapolation
Users that are interested in LLM-Extrapolation are comparing it to the libraries listed below
Sorting:
- Official implementation of the paper "From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large L…☆53Jun 24, 2024Updated last year
- Repository for Skill Set Optimization☆14Jul 26, 2024Updated last year
- ☆320Sep 18, 2024Updated last year
- [ICLR 2025] Code&Data for the paper "Super(ficial)-alignment: Strong Models May Deceive Weak Models in Weak-to-Strong Generalization"☆14Jun 21, 2024Updated last year
- Code and models for EMNLP 2024 paper "WPO: Enhancing RLHF with Weighted Preference Optimization"☆41Sep 24, 2024Updated last year
- ☆33Feb 4, 2026Updated last month
- Code for the arXiv preprint "The Unreasonable Effectiveness of Easy Training Data"☆48Jan 17, 2024Updated 2 years ago
- Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]☆589Dec 9, 2024Updated last year
- [NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't…☆130Jul 10, 2024Updated last year
- General Reasoner: Advancing LLM Reasoning Across All Domains [NeurIPS25]☆223Nov 27, 2025Updated 3 months ago
- Code repo for "Model-Generated Pretraining Signals Improves Zero-Shot Generalization of Text-to-Text Transformers" (ACL 2023)☆22Nov 1, 2023Updated 2 years ago
- Codebase for Merging Language Models (ICML 2024)☆863May 5, 2024Updated last year
- Official repository for ACL 2025 paper "ProcessBench: Identifying Process Errors in Mathematical Reasoning"☆184May 20, 2025Updated 9 months ago
- ☆25Dec 12, 2025Updated 2 months ago
- [ACL'24] Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning☆189Jun 25, 2025Updated 8 months ago
- [ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"☆54Feb 23, 2024Updated 2 years ago
- [NeurIPS 2024 Oral] Aligner: Efficient Alignment by Learning to Correct☆191Jan 16, 2025Updated last year
- Self-Supervised Alignment with Mutual Information☆20May 24, 2024Updated last year
- Exchange-of-Thought: Enhancing Large Language Model Capabilities through Cross-Model Communication☆21Mar 21, 2024Updated last year
- [ICLR 2025] Is Your Model Really A Good Math Reasoner? Evaluating Mathematical Reasoning with Checklist☆35Oct 23, 2024Updated last year
- ☆342Jun 5, 2025Updated 8 months ago
- Code for Paper (ReMax: A Simple, Efficient and Effective Reinforcement Learning Method for Aligning Large Language Models)☆200Dec 16, 2023Updated 2 years ago
- Official code implementation for the ACL 2025 paper: 'Dynamic Scaling of Unit Tests for Code Reward Modeling'☆27May 16, 2025Updated 9 months ago
- The official implementation of Cross-Task Experience Sharing (COPS)☆29Oct 23, 2024Updated last year
- Code for Preventing Language Models From Hiding Their Reasoning, which evaluates defenses against LLM steganography.☆25Jan 26, 2024Updated 2 years ago
- Extensive Self-Contrast Enables Feedback-Free Language Model Alignment☆21Apr 2, 2024Updated last year
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆66Oct 18, 2024Updated last year
- The official implementation of Self-Exploring Language Models (SELM)☆63Jun 4, 2024Updated last year
- [EMNLP 2024] LongAlign: A Recipe for Long Context Alignment of LLMs☆260Dec 16, 2024Updated last year
- ☆38Oct 2, 2024Updated last year
- ☆23Jul 5, 2024Updated last year
- Repository containing the SPIN experiments on the DIBT 10k ranked prompts☆23Mar 12, 2024Updated last year
- MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models☆454Feb 1, 2024Updated 2 years ago
- Data and code for the paper "The Moral Integrity Corpus: A Benchmark for Ethical Dialogue Systems"☆21Jul 18, 2023Updated 2 years ago
- Official repository for ORPO☆471May 31, 2024Updated last year
- MetaLadder: Ascending Mathematical Solution Quality via Analogical-Problem Reasoning Transfer (EMNLP 2025)☆11Apr 18, 2025Updated 10 months ago
- Trust Region Preference Approximation: A simple and stable reinforcement learning algorithm for LLM reasoning☆14Jun 28, 2025Updated 8 months ago
- Experiments with reasoning models, training techniques, papers☆25Updated this week
- ☆18May 3, 2025Updated 10 months ago