hkust-nlp / PreSelectLinks
[ICML 2025] Predictive Data Selection: The Data That Predicts Is the Data That Teaches
☆59Updated 10 months ago
Alternatives and similar repositories for PreSelect
Users that are interested in PreSelect are comparing it to the libraries listed below
Sorting:
- [ICML 2025] Teaching Language Models to Critique via Reinforcement Learning☆119Updated 8 months ago
- RL Scaling and Test-Time Scaling (ICML'25)☆112Updated 11 months ago
- General Reasoner: Advancing LLM Reasoning Across All Domains [NeurIPS25]☆210Updated last month
- Revisiting Mid-training in the Era of Reinforcement Learning Scaling☆182Updated 5 months ago
- ☆80Updated 10 months ago
- [ACL 2025] We introduce ScaleQuest, a scalable, novel and cost-effective data synthesis method to unleash the reasoning capability of LLM…☆67Updated last year
- [ICLR 2025] SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction☆86Updated 9 months ago
- Official github repo for the paper "Compression Represents Intelligence Linearly" [COLM 2024]☆147Updated last year
- Exploration of automated dataset selection approaches at large scales.☆53Updated 10 months ago
- Code for "Critique Fine-Tuning: Learning to Critique is More Effective than Learning to Imitate" [COLM 2025]☆178Updated 6 months ago
- [EMNLP'25 Industry] Repo for "Z1: Efficient Test-time Scaling with Code"☆68Updated 9 months ago
- [NeurIPS'24] Official code for *🎯DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving*☆119Updated last year
- [NeurIPS-2024] 📈 Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies https://arxiv.org/abs/2407.13623☆89Updated last year
- Repo of paper "Free Process Rewards without Process Labels"☆168Updated 10 months ago
- Long Context Extension and Generalization in LLMs☆62Updated last year
- A Large-Scale, High-Quality Math Dataset for Reinforcement Learning in Language Models☆70Updated 10 months ago
- This is an official implementation of the Reward rAnked Fine-Tuning Algorithm (RAFT), also known as iterative best-of-n fine-tuning or re…☆38Updated last year
- The official repo for "AceCoder: Acing Coder RL via Automated Test-Case Synthesis" [ACL25]☆95Updated 9 months ago
- B-STAR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners☆85Updated 7 months ago
- The official repository of the Omni-MATH benchmark.☆91Updated last year
- [ACL 2025] Are Your LLMs Capable of Stable Reasoning?☆32Updated 5 months ago
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy☆76Updated 3 months ago