tianyi-lab / SuperfilteringLinks
[ACL'24] Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning
☆181Updated 4 months ago
Alternatives and similar repositories for Superfiltering
Users that are interested in Superfiltering are comparing it to the libraries listed below
Sorting:
- [ICML 2024] Selecting High-Quality Data for Training Language Models☆192Updated last year
- ☆85Updated last year
- [ICLR 2025] 🧬 RegMix: Data Mixture as Regression for Language Model Pre-training (Spotlight)☆176Updated 8 months ago
- ☆314Updated last year
- Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation☆90Updated 11 months ago
- InsTag: A Tool for Data Analysis in LLM Supervised Fine-tuning☆281Updated 2 years ago
- Benchmarking Complex Instruction-Following with Multiple Constraints Composition (NeurIPS 2024 Datasets and Benchmarks Track)☆96Updated 8 months ago
- [ACL 2024] MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialogues☆125Updated last year
- [ACL 2024] Long-Context Language Modeling with Parallel Encodings☆166Updated last year
- 🐋 An unofficial implementation of Self-Alignment with Instruction Backtranslation.☆137Updated 6 months ago
- ☆146Updated last year
- [ACL 2024] The official codebase for the paper "Self-Distillation Bridges Distribution Gap in Language Model Fine-tuning".☆135Updated last year
- Counting-Stars (★)☆83Updated 5 months ago
- Code implementation of synthetic continued pretraining☆137Updated 10 months ago
- Fantastic Data Engineering for Large Language Models☆91Updated 10 months ago
- [EMNLP 2024] LongAlign: A Recipe for Long Context Alignment of LLMs☆257Updated 10 months ago
- [ACL 2025] We introduce ScaleQuest, a scalable, novel and cost-effective data synthesis method to unleash the reasoning capability of LLM…☆68Updated last year
- ☆108Updated 3 months ago
- ☆49Updated last year
- [ICML'2024] Can AI Assistants Know What They Don't Know?☆83Updated last year
- [EMNLP 2024 (Oral)] Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA☆140Updated last year
- Official implementation of the paper "From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large L…☆51Updated last year
- [ACL 2024] FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Models☆117Updated 5 months ago
- Towards Systematic Measurement for Long Text Quality☆37Updated last year
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆82Updated 9 months ago
- Codes and Data for Scaling Relationship on Learning Mathematical Reasoning with Large Language Models☆266Updated last year
- [ACL 2024 (Oral)] A Prospector of Long-Dependency Data for Large Language Models☆58Updated last year
- [COLING 2025] ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios☆70Updated 5 months ago
- Unofficial implementation of AlpaGasus☆93Updated 2 years ago
- Model merging is a highly efficient approach for long-to-short reasoning.☆89Updated 3 weeks ago