sail-sg / regmix
[ICLR 2025] 𧬠RegMix: Data Mixture as Regression for Language Model Pre-training (Spotlight)
β122Updated last month
Alternatives and similar repositories for regmix:
Users that are interested in regmix are comparing it to the libraries listed below
- β98Updated 6 months ago
- [ICML 2024] Selecting High-Quality Data for Training Language Modelsβ164Updated 9 months ago
- [ACL'24] Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuningβ147Updated 7 months ago
- [ICLR 2024] CLEX: Continuous Length Extrapolation for Large Language Modelsβ76Updated last year
- [ACL 2024] Long-Context Language Modeling with Parallel Encodingsβ153Updated 10 months ago
- [ACL 2024] MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialoguesβ82Updated 8 months ago
- We introduce ScaleQuest, a scalable, novel and cost-effective data synthesis method to unleash the reasoning capability of LLMs.β61Updated 5 months ago
- Official repository for paper "Weak-to-Strong Extrapolation Expedites Alignment"β74Updated 10 months ago
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".β74Updated 3 months ago
- Implementations of online merging optimizers proposed by Online Merging Optimizers for Boosting Rewards and Mitigating Tax in Alignmentβ74Updated 9 months ago
- Fantastic Data Engineering for Large Language Modelsβ87Updated 3 months ago
- β40Updated last month
- Intuitive Fine-Tuning: Towards Simplifying Alignment into a Single Processβ26Updated 8 months ago
- β81Updated last year
- Towards Systematic Measurement for Long Text Qualityβ34Updated 7 months ago
- A prototype repo for hybrid training of pipeline parallel and distributed data parallel with comments on core code snippets. Feel free toβ¦β55Updated last year
- Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"β174Updated last month
- Official implementation of the paper "From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large Lβ¦β46Updated 9 months ago
- Repo for the EMNLP'24 Paper "Dual-Space Knowledge Distillation for Large Language Models". A general white-box KD framework for both sameβ¦β46Updated 5 months ago
- [COLING 2025] ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenariosβ65Updated 4 months ago
- Benchmarking Complex Instruction-Following with Multiple Constraints Composition (NeurIPS 2024 Datasets and Benchmarks Track)β76Updated last month
- Official repository for MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models [NeurIPS 2024]β63Updated 4 months ago
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracyβ60Updated 3 months ago
- β46Updated 10 months ago
- [ACL 2024 (Oral)] A Prospector of Long-Dependency Data for Large Language Modelsβ54Updated 8 months ago
- [ACL 2024] FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Modelsβ97Updated 4 months ago
- π An unofficial implementation of Self-Alignment with Instruction Backtranslation.β139Updated 9 months ago
- InsTag: A Tool for Data Analysis in LLM Supervised Fine-tuningβ250Updated last year
- Code implementation of synthetic continued pretrainingβ99Updated 3 months ago
- β148Updated 3 months ago