xiaoya-li / Instruction-Tuning-Survey
Project for the paper entitled `Instruction Tuning for Large Language Models: A Survey`
☆159Updated 2 months ago
Alternatives and similar repositories for Instruction-Tuning-Survey:
Users that are interested in Instruction-Tuning-Survey are comparing it to the libraries listed below
- [ACL'24] Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning☆139Updated 5 months ago
- InsTag: A Tool for Data Analysis in LLM Supervised Fine-tuning☆238Updated last year
- 🐋 An unofficial implementation of Self-Alignment with Instruction Backtranslation.☆136Updated 7 months ago
- [ICML 2024] Selecting High-Quality Data for Training Language Models☆157Updated 7 months ago
- Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning☆161Updated last year
- [EMNLP 2024 (Oral)] Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA☆111Updated 3 months ago
- ☆255Updated 6 months ago
- ACL 2024 | LooGLE: Long Context Evaluation for Long-Context Language Models☆175Updated 4 months ago
- Codes and Data for Scaling Relationship on Learning Mathematical Reasoning with Large Language Models☆244Updated 5 months ago
- [ACL 2024] MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialogues☆68Updated 6 months ago
- A Survey on Data Selection for Language Models☆207Updated 4 months ago
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆411Updated 3 months ago
- Paper list and datasets for the paper: A Survey on Data Selection for LLM Instruction Tuning☆39Updated last year
- ☆251Updated last year
- Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]☆533Updated 2 months ago
- ☆137Updated last year
- ☆129Updated last month
- Implementation of ICML 23 Paper: Specializing Smaller Language Models towards Multi-Step Reasoning.☆129Updated last year
- LLM hallucination paper list☆302Updated 11 months ago
- Official code for "MAmmoTH2: Scaling Instructions from the Web" [NeurIPS 2024]☆135Updated 3 months ago
- A new tool learning benchmark aiming at well-balanced stability and reality, based on ToolBench.☆127Updated 5 months ago
- All available datasets for Instruction Tuning of Large Language Models☆241Updated last year
- [ACL 2024] Long-Context Language Modeling with Parallel Encodings☆153Updated 8 months ago
- Repository for the paper "Cognitive Mirage: A Review of Hallucinations in Large Language Models"☆47Updated last year
- Collection of training data management explorations for large language models☆307Updated 6 months ago
- ☆272Updated last year
- Fantastic Data Engineering for Large Language Models☆70Updated last month
- A repository sharing the literatures about long-context large language models, including the methodologies and the evaluation benchmarks☆255Updated 6 months ago
- ☆79Updated last year
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆103Updated 4 months ago