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:
- [NeurIPS 2024 Oral] Aligner: Efficient Alignment by Learning to Correct☆180Updated 6 months ago
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆127Updated 9 months ago
- AI Alignment: A Comprehensive Survey☆135Updated last year
- [ICML'2024] Can AI Assistants Know What They Don't Know?☆81Updated last year
- Do Large Language Models Know What They Don’t Know?☆97Updated 8 months ago
- ☆84Updated last year
- [ACL 2024] The official codebase for the paper "Self-Distillation Bridges Distribution Gap in Language Model Fine-tuning".☆124Updated 8 months ago
- BeaverTails is a collection of datasets designed to facilitate research on safety alignment in large language models (LLMs).☆149Updated last year
- 🐋 An unofficial implementation of Self-Alignment with Instruction Backtranslation.☆140Updated 2 months ago
- Curation of resources for LLM mathematical reasoning, most of which are screened by @tongyx361 to ensure high quality and accompanied wit…☆132Updated last year
- Collection of papers for scalable automated alignment.☆92Updated 8 months ago
- 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".☆80Updated 6 months ago
- ☆45Updated last year
- Project for the paper entitled `Instruction Tuning for Large Language Models: A Survey`☆180Updated 7 months ago
- A research repo for experiments about Reinforcement Finetuning☆49Updated 3 months ago
- Codes and Data for Scaling Relationship on Learning Mathematical Reasoning with Large Language Models☆266Updated 10 months ago
- Code for Paper (ReMax: A Simple, Efficient and Effective Reinforcement Learning Method for Aligning Large Language Models)☆188Updated last year
- Benchmarking Complex Instruction-Following with Multiple Constraints Composition (NeurIPS 2024 Datasets and Benchmarks Track)☆87Updated 4 months ago
- Code implementation of synthetic continued pretraining☆118Updated 6 months ago
- Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning☆165Updated last year
- Fantastic Data Engineering for Large Language Models☆89Updated 6 months ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆124Updated 3 months ago
- Generative Judge for Evaluating Alignment☆244Updated last year
- Reference implementation for Token-level Direct Preference Optimization(TDPO)☆141Updated 5 months ago
- [SIGIR'24] The official implementation code of MOELoRA.☆172Updated 11 months ago
- An index of algorithms for reinforcement learning from human feedback (rlhf))☆92Updated last year
- Paper list and datasets for the paper: A Survey on Data Selection for LLM Instruction Tuning☆45Updated last year
- On Memorization of Large Language Models in Logical Reasoning☆69Updated 3 months ago
- [ICML 2024] Selecting High-Quality Data for Training Language Models☆178Updated last year