xiaoya-li / Instruction-Tuning-Survey
Project for the paper entitled `Instruction Tuning for Large Language Models: A Survey`
☆156Updated last month
Alternatives and similar repositories for Instruction-Tuning-Survey:
Users that are interested in Instruction-Tuning-Survey are comparing it to the libraries listed below
- A Survey on Data Selection for Language Models☆203Updated 3 months ago
- [ICML 2024] Selecting High-Quality Data for Training Language Models☆156Updated 7 months ago
- [ACL'24] Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning☆138Updated 4 months ago
- Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning☆161Updated 11 months ago
- InsTag: A Tool for Data Analysis in LLM Supervised Fine-tuning☆237Updated last year
- ACL 2024 | LooGLE: Long Context Evaluation for Long-Context Language Models☆173Updated 3 months ago
- ☆251Updated 6 months ago
- 🐋 An unofficial implementation of Self-Alignment with Instruction Backtranslation.☆136Updated 7 months ago
- [ACL 2024] Long-Context Language Modeling with Parallel Encodings☆154Updated 7 months ago
- The repository for the survey paper <<Survey on Large Language Models Factuality: Knowledge, Retrieval and Domain-Specificity>>☆329Updated 9 months ago
- [SIGIR'24] The official implementation code of MOELoRA.☆143Updated 6 months ago
- Scaling Sentence Embeddings with Large Language Models☆104Updated 10 months ago
- Paper list and datasets for the paper: A Survey on Data Selection for LLM Instruction Tuning☆38Updated 11 months ago
- [NAACL'24] Self-data filtering of LLM instruction-tuning data using a novel perplexity-based difficulty score, without using any other mo…☆333Updated 4 months ago
- ☆250Updated last year
- A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. 🧮✨☆153Updated 9 months ago
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆406Updated 3 months ago
- Codes and Data for Scaling Relationship on Learning Mathematical Reasoning with Large Language Models☆239Updated 4 months ago
- Collection of training data management explorations for large language models☆306Updated 5 months ago
- Implementation of ICML 23 Paper: Specializing Smaller Language Models towards Multi-Step Reasoning.☆128Updated last year
- A new tool learning benchmark aiming at well-balanced stability and reality, based on ToolBench.☆126Updated 4 months ago
- Repository for Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions, ACL23☆185Updated 7 months ago
- [Neurips2024] Source code for xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token☆112Updated 6 months ago
- [EMNLP 2023] The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning☆224Updated last year
- ☆137Updated last year
- Repository for the paper "Cognitive Mirage: A Review of Hallucinations in Large Language Models"☆47Updated last year
- A repository sharing the literatures about long-context large language models, including the methodologies and the evaluation benchmarks☆256Updated 6 months ago
- LLM hallucination paper list☆300Updated 10 months ago
- [ACL 2024] MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialogues☆66Updated 6 months ago
- ☆129Updated last month