icip-cas / SSO
A scalable automated alignment method for large language models. Resources for "Aligning Large Language Models via Self-Steering Optimization".
☆15Updated 4 months ago
Alternatives and similar repositories for SSO:
Users that are interested in SSO are comparing it to the libraries listed below
- [NeurIPS 2024] Train LLMs with diverse system messages reflecting individualized preferences to generalize to unseen system messages☆44Updated 3 months ago
- Official repository for paper "Weak-to-Strong Extrapolation Expedites Alignment"☆73Updated 9 months ago
- Codebase for Instruction Following without Instruction Tuning☆33Updated 6 months ago
- Suri: Multi-constraint instruction following for long-form text generation (EMNLP’24)☆22Updated 4 months ago
- ☆15Updated 8 months ago
- [ICLR 2025] LongPO: Long Context Self-Evolution of Large Language Models through Short-to-Long Preference Optimization☆31Updated 3 weeks ago
- Code for preprint "Metadata Conditioning Accelerates Language Model Pre-training (MeCo)"☆36Updated this week
- [ICLR'24 spotlight] Tool-Augmented Reward Modeling☆45Updated 2 months ago
- Official Repository of Are Your LLMs Capable of Stable Reasoning?☆22Updated last week
- [ACL 2024] Code for "MoPS: Modular Story Premise Synthesis for Open-Ended Automatic Story Generation"☆35Updated 8 months ago
- ☆67Updated last year
- [arXiv preprint] Official Repository for "Evaluating Language Models as Synthetic Data Generators"☆34Updated 3 months ago
- Reference implementation for Reward-Augmented Decoding: Efficient Controlled Text Generation With a Unidirectional Reward Model☆42Updated last year
- ☆22Updated 3 months ago
- Code for paper: Long cOntext aliGnment via efficient preference Optimization☆13Updated last month
- Source code of "Reasons to Reject? Aligning Language Models with Judgments"☆58Updated last year
- RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment☆16Updated 3 months ago
- The official repository of "Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint"☆37Updated last year
- ☆23Updated 2 months ago
- Official implementation of the paper "From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large L…☆47Updated 9 months ago
- ☆29Updated 2 months ago
- Automatic prompt optimization framework for multi-step agent tasks.☆28Updated 4 months ago
- ☆33Updated 5 months ago
- Code for Paper: Teaching Language Models to Critique via Reinforcement Learning☆84Updated last month
- The paper list of multilingual pre-trained models (Continual Updated).☆20Updated 9 months ago
- ☆49Updated 2 weeks ago
- LongHeads: Multi-Head Attention is Secretly a Long Context Processor☆29Updated 11 months ago
- The source code for running LLMs on the AAAR-1.0 benchmark.☆16Updated 3 weeks ago
- Official implementation for "Law of the Weakest Link: Cross capabilities of Large Language Models"☆42Updated 5 months ago
- [ACL 2023] Solving Math Word Problems via Cooperative Reasoning induced Language Models (LLMs + MCTS + Self-Improvement)☆48Updated last year