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!
☆65Updated 11 months ago
Related projects: ⓘ
- Feeling confused about super alignment? Here is a reading list☆42Updated 8 months ago
- 🐋 An unofficial implementation of Self-Alignment with Instruction Backtranslation.☆128Updated 2 months ago
- Achieving Efficient Alignment through Learned Correction☆103Updated 3 months ago
- The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆62Updated 3 weeks ago
- [SIGIR'24] The official implementation code of MOELoRA.☆113Updated last month
- AI Alignment: A Comprehensive Survey☆123Updated 10 months ago
- Curation of resources for LLM mathematical reasoning, most of which are screened by @tongyx361 to ensure high quality and accompanied wit…☆60Updated 2 months ago
- ☆71Updated 8 months ago
- A reading list on LLM based Synthetic Data Generation 🔥☆100Updated last month
- Implementation of ICML 23 Paper: Specializing Smaller Language Models towards Multi-Step Reasoning.☆119Updated last year
- Repository for the paper "Cognitive Mirage: A Review of Hallucinations in Large Language Models"☆47Updated 10 months ago
- Awesome papers for role-playing with language models☆88Updated last month
- Paper list and datasets for the paper: A Survey on Data Selection for LLM Instruction Tuning☆27Updated 7 months ago
- [ICML'2024] Can AI Assistants Know What They Don't Know?☆62Updated 7 months ago
- BeaverTails is a collection of datasets designed to facilitate research on safety alignment in large language models (LLMs).☆99Updated 10 months ago
- Do Large Language Models Know What They Don’t Know?☆84Updated 9 months ago
- ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios☆63Updated 5 months ago
- 🧬 RegMix: Data Mixture as Regression for Language Model Pre-training☆78Updated last month
- A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. 🧮✨☆72Updated 4 months ago
- [ICML 2024] Selecting High-Quality Data for Training Language Models☆134Updated 2 months ago
- Controllable Text Generation for Large Language Models: A Survey☆88Updated 3 weeks ago
- ☆46Updated 2 months ago
- Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning☆144Updated 7 months ago
- [ACL 2024] The official codebase for the paper "Self-Distillation Bridges Distribution Gap in Language Model Fine-tuning".☆81Updated 3 weeks ago
- Official completion of “Training on the Benchmark Is Not All You Need”.☆18Updated this week
- A curated list of LLM Interpretability related material - Tutorial, Library, Survey, Paper, Blog, etc..☆108Updated last week
- ☆124Updated 2 months ago
- ☆82Updated 5 months ago
- [ACL'24] Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning☆101Updated last week
- Project for the paper entitled `Instruction Tuning for Large Language Models: A Survey`☆134Updated 6 months ago