Magnetic2014 / llm-alignment-survey
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!
☆71Updated last year
Related projects ⓘ
Alternatives and complementary repositories for llm-alignment-survey
- [NeurIPS 2024 Oral] Aligner: Efficient Alignment by Learning to Correct☆119Updated last week
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆86Updated 2 months ago
- Feeling confused about super alignment? Here is a reading list☆43Updated 10 months ago
- ☆71Updated 10 months ago
- ☆64Updated 2 months ago
- [SIGIR'24] The official implementation code of MOELoRA.☆124Updated 3 months ago
- 🐋 An unofficial implementation of Self-Alignment with Instruction Backtranslation.☆132Updated 4 months ago
- Curation of resources for LLM mathematical reasoning, most of which are screened by @tongyx361 to ensure high quality and accompanied wit…☆84Updated 4 months ago
- BeaverTails is a collection of datasets designed to facilitate research on safety alignment in large language models (LLMs).☆111Updated last year
- Collection of papers for scalable automated alignment.☆73Updated 3 weeks ago
- Paper list and datasets for the paper: A Survey on Data Selection for LLM Instruction Tuning☆33Updated 9 months ago
- [ICML'2024] Can AI Assistants Know What They Don't Know?☆70Updated 9 months ago
- Awesome LLM Self-Consistency: a curated list of Self-consistency in Large Language Models☆76Updated 3 months ago
- ☆53Updated 4 months ago
- AI Alignment: A Comprehensive Survey☆128Updated last year
- A Survey on the Honesty of Large Language Models☆46Updated last month
- Official github repo for AutoDetect, an automated weakness detection framework for LLMs.☆38Updated 4 months ago
- Codes and Data for Scaling Relationship on Learning Mathematical Reasoning with Large Language Models☆219Updated 2 months ago
- ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios☆62Updated 7 months ago
- [ACL 2024] The official codebase for the paper "Self-Distillation Bridges Distribution Gap in Language Model Fine-tuning".☆100Updated 2 weeks ago
- ☆129Updated 4 months ago
- This is the repository that contains the source code for the Self-Evaluation Guided MCTS for online DPO.☆199Updated 3 months ago
- ☆48Updated 8 months ago
- Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning☆153Updated 9 months ago
- ☆120Updated 7 months ago
- Implementation of ICML 23 Paper: Specializing Smaller Language Models towards Multi-Step Reasoning.☆125Updated last year
- ☆20Updated last month
- Repository for the paper "Cognitive Mirage: A Review of Hallucinations in Large Language Models"☆46Updated last year
- An index of algorithms for reinforcement learning from human feedback (rlhf))☆87Updated 7 months ago
- Offical Repo for "Programming Every Example: Lifting Pre-training Data Quality Like Experts at Scale"☆191Updated last month