Magnetic2014 / llm-alignment-surveyLinks
A curated reading list for large language model (LLM) alignment. Take a look at our new survey "Large Language Model Alignment: A Survey" for more details!
☆80Updated last year
Alternatives and similar repositories for llm-alignment-survey
Users that are interested in llm-alignment-survey are comparing it to the libraries listed below
Sorting:
- AI Alignment: A Comprehensive Survey☆135Updated last year
- [ICML'2024] Can AI Assistants Know What They Don't Know?☆83Updated last year
- [NeurIPS 2024 Oral] Aligner: Efficient Alignment by Learning to Correct☆185Updated 8 months ago
- 🐋 An unofficial implementation of Self-Alignment with Instruction Backtranslation.☆139Updated 4 months ago
- Collection of papers for scalable automated alignment.☆93Updated 10 months ago
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆135Updated 11 months ago
- [ACL 2024] The official codebase for the paper "Self-Distillation Bridges Distribution Gap in Language Model Fine-tuning".☆129Updated 10 months ago
- Do Large Language Models Know What They Don’t Know?☆99Updated 10 months ago
- Curation of resources for LLM mathematical reasoning, most of which are screened by @tongyx361 to ensure high quality and accompanied wit…☆137Updated last year
- ☆83Updated last year
- Fantastic Data Engineering for Large Language Models☆90Updated 8 months ago
- ☆47Updated last year
- BeaverTails is a collection of datasets designed to facilitate research on safety alignment in large language models (LLMs).☆157Updated last year
- Code for Paper (ReMax: A Simple, Efficient and Effective Reinforcement Learning Method for Aligning Large Language Models)☆193Updated last year
- [ICML 2024] Selecting High-Quality Data for Training Language Models☆187Updated last year
- Codes and Data for Scaling Relationship on Learning Mathematical Reasoning with Large Language Models☆266Updated last year
- Repository for the paper "Cognitive Mirage: A Review of Hallucinations in Large Language Models"☆47Updated last year
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆81Updated 8 months ago
- Benchmarking Complex Instruction-Following with Multiple Constraints Composition (NeurIPS 2024 Datasets and Benchmarks Track)