TIGER-AI-Lab / LongICLBench
Code and Data for "Long-context LLMs Struggle with Long In-context Learning"
☆97Updated 6 months ago
Alternatives and similar repositories for LongICLBench:
Users that are interested in LongICLBench are comparing it to the libraries listed below
- Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"☆150Updated last month
- ☆129Updated last month
- Official code for "MAmmoTH2: Scaling Instructions from the Web" [NeurIPS 2024]☆131Updated 3 months ago
- Official github repo for the paper "Compression Represents Intelligence Linearly" [COLM 2024]☆130Updated 4 months ago
- Official repository for paper "Weak-to-Strong Extrapolation Expedites Alignment"☆71Updated 7 months ago
- [NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't…☆106Updated 6 months ago
- [ACL 2024] Long-Context Language Modeling with Parallel Encodings☆154Updated 7 months ago
- Benchmarking LLMs with Challenging Tasks from Real Users☆208Updated 2 months ago
- Data and code for our paper "Why Does the Effective Context Length of LLMs Fall Short?"☆69Updated 2 months ago
- ACL 2024 | LooGLE: Long Context Evaluation for Long-Context Language Models☆173Updated 3 months ago
- [EMNLP 2024 (Oral)] Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA☆110Updated 2 months ago
- Self-Alignment with Principle-Following Reward Models☆152Updated 11 months ago
- [ICLR 2024] CLEX: Continuous Length Extrapolation for Large Language Models☆76Updated 10 months ago
- Reformatted Alignment☆113Updated 4 months ago
- [ACL'24] Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning☆138Updated 4 months ago
- A dataset of LLM-generated chain-of-thought steps annotated with mistake location.☆77Updated 5 months ago
- LongProc: Benchmarking Long-Context Language Models on Long Procedural Generation☆16Updated last week
- Unofficial implementation of AlpaGasus☆90Updated last year
- Scalable Meta-Evaluation of LLMs as Evaluators☆42Updated 11 months ago
- Official implementation for 'Extending LLMs’ Context Window with 100 Samples'☆76Updated last year
- open-source code for paper: Retrieval Head Mechanistically Explains Long-Context Factuality☆172Updated 5 months ago
- ☆142Updated last week
- [ACL 2024] MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialogues☆66Updated 6 months ago
- [ICML 2024] Selecting High-Quality Data for Training Language Models☆156Updated 7 months ago
- [ICLR 2024] Evaluating Large Language Models at Evaluating Instruction Following☆119Updated 6 months ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆90Updated 3 months ago
- A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. 🧮✨☆153Updated 9 months ago
- Code implementation of synthetic continued pretraining☆82Updated 3 weeks ago
- Reproducible, flexible LLM evaluations☆127Updated last month