tianyi-lab / SuperfilteringLinks
[ACL'24] Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning
ā178Updated 3 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 Modelsā189Updated last year
- [ICLR 2025] 𧬠RegMix: Data Mixture as Regression for Language Model Pre-training (Spotlight)ā173Updated 8 months ago
- ā312Updated last year
- [ACL 2024] MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialoguesā120Updated last year
- ā83Updated last year
- InsTag: A Tool for Data Analysis in LLM Supervised Fine-tuningā276Updated 2 years ago
- Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimationā89Updated 11 months ago
- [ACL 2024] Long-Context Language Modeling with Parallel Encodingsā164Updated last year
- Code implementation of synthetic continued pretrainingā135Updated 9 months ago
- [ACL-25] We introduce ScaleQuest, a scalable, novel and cost-effective data synthesis method to unleash the reasoning capability of LLMs.ā68Updated 11 months ago
- [EMNLP 2024 (Oral)] Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QAā138Updated 11 months ago
- š An unofficial implementation of Self-Alignment with Instruction Backtranslation.ā139Updated 5 months ago
- [ICML'2024] Can AI Assistants Know What They Don't Know?ā83Updated last year
- ā145Updated last year
- Benchmarking Complex Instruction-Following with Multiple Constraints Composition (NeurIPS 2024 Datasets and Benchmarks Track)ā95Updated 8 months ago
- Fantastic Data Engineering for Large Language Modelsā90Updated 9 months ago
- [ACL 2024] The official codebase for the paper "Self-Distillation Bridges Distribution Gap in Language Model Fine-tuning".ā131Updated 11 months ago
- Counting-Stars (ā )ā83Updated 4 months ago
- [EMNLP 2024] LongAlign: A Recipe for Long Context Alignment of LLMsā256Updated 10 months ago
- [ACL 2024] FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Modelsā114Updated 4 months ago
- Codes and Data for Scaling Relationship on Learning Mathematical Reasoning with Large Language Modelsā267Updated last year
- Unofficial implementation of AlpaGasusā93Updated 2 years ago
- ACL 2024 | LooGLE: Long Context Evaluation for Long-Context Language Modelsā185Updated last year
- [ACL 2024 (Oral)] A Prospector of Long-Dependency Data for Large Language Modelsā57Updated last year
- SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesisā106Updated 4 months ago
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".ā82Updated 9 months ago
- Official code for "MAmmoTH2: Scaling Instructions from the Web" [NeurIPS 2024]ā148Updated 11 months ago
- Towards Systematic Measurement for Long Text Qualityā36Updated last year
- Official implementation of the paper "From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large Lā¦ā51Updated last year
- Model merging is a highly efficient approach for long-to-short reasoning.ā89Updated last week