[ACL 2025] We introduce ScaleQuest, a scalable, novel and cost-effective data synthesis method to unleash the reasoning capability of LLMs.
☆68Oct 27, 2024Updated last year
Alternatives and similar repositories for ScaleQuest
Users that are interested in ScaleQuest are comparing it to the libraries listed below
Sorting:
- ☆71Oct 16, 2024Updated last year
- MetaLadder: Ascending Mathematical Solution Quality via Analogical-Problem Reasoning Transfer (EMNLP 2025)☆11Apr 18, 2025Updated 10 months ago
- [NeurIPS'24] Official code for *🎯DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving*☆120Dec 10, 2024Updated last year
- Source code of “Reinforcement Learning with Token-level Feedback for Controllable Text Generation (NAACL 2024)☆17Dec 8, 2024Updated last year
- Official Code Repository for [AutoScale📈: Scale-Aware Data Mixing for Pre-Training LLMs] Published as a conference paper at **COLM 2025*…☆13Aug 8, 2025Updated 6 months ago
- The code and data for the paper JiuZhang3.0☆49May 26, 2024Updated last year
- The Code and Script of "David's Slingshot: A Strategic Coordination Framework of Small LLMs Matches Large LLMs in Data Synthesis"☆34Jun 13, 2025Updated 8 months ago
- ☆30Dec 27, 2024Updated last year
- Code for paper: Long cOntext aliGnment via efficient preference Optimization☆24Oct 10, 2025Updated 4 months ago
- ☆24Apr 3, 2025Updated 11 months ago
- [ACL 2024 Findings] Code implementation of Paper "Rethinking Negative Instances for Generative Named Entity Recognition"☆60Mar 20, 2024Updated last year
- The official repository of the Omni-MATH benchmark.☆93Dec 22, 2024Updated last year
- ☆16Feb 22, 2025Updated last year
- ☆331May 31, 2025Updated 9 months ago
- [ACL 2024] Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models☆27Jul 9, 2024Updated last year
- A Large-Scale, High-Quality Math Dataset for Reinforcement Learning in Language Models☆72Feb 25, 2025Updated last year
- [ACL 2024] Code for the paper "ALaRM: Align Language Models via Hierarchical Rewards Modeling"☆25Mar 28, 2024Updated last year
- Tiny evaluation of leading LLMs on competitive programming problems☆14Nov 28, 2024Updated last year
- Heuristic filtering framework for RefineCode☆82Mar 13, 2025Updated 11 months ago
- Curation of resources for LLM mathematical reasoning, most of which are screened by @tongyx361 to ensure high quality and accompanied wit…☆150Jul 12, 2024Updated last year
- Official Repository of "Learning to Reason under Off-Policy Guidance"☆418Oct 4, 2025Updated 4 months ago
- ☆28May 24, 2025Updated 9 months ago
- Implementation for the paper "Fictitious Synthetic Data Can Improve LLM Factuality via Prerequisite Learning"☆11Jan 10, 2025Updated last year
- ☆18Apr 16, 2025Updated 10 months ago
- An Ultra-Long Output Reinforcement Learning Approach☆23Jul 31, 2025Updated 7 months ago
- LCA-on-the-line (ICML 2024 Oral)☆13Feb 13, 2025Updated last year
- Analyzing Latent Concept in Pre-trained Transformer Models☆12Jul 18, 2022Updated 3 years ago
- [ICML 2025] Programming Every Example: Lifting Pre-training Data Quality Like Experts at Scale☆266Jul 8, 2025Updated 7 months ago
- Code implementation of synthetic continued pretraining☆151Jan 6, 2025Updated last year
- ☆31Feb 9, 2025Updated last year
- [ICLR 2026] Quantile Advantage Estimation for Entropy-Safe Reasoning☆23Oct 14, 2025Updated 4 months ago
- Collections of RLxLM experiments using minimal codes☆14Feb 17, 2025Updated last year
- xVerify: Efficient Answer Verifier for Reasoning Model Evaluations☆144Nov 13, 2025Updated 3 months ago
- [ACL 2025 Findings] Autonomous Data Selection with Zero-shot Generative Classifiers for Mathematical Texts (As Huggingface Daily Papers: …☆90Nov 23, 2025Updated 3 months ago
- B-STAR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners☆86May 21, 2025Updated 9 months ago
- ☆46Sep 27, 2025Updated 5 months ago
- [NeurIPS 2024] Goldfish Loss: Mitigating Memorization in Generative LLMs☆94Nov 17, 2024Updated last year
- Paper collections of multi-modal LLM for Math/STEM/Code.☆136Nov 17, 2025Updated 3 months ago
- ☆53Feb 11, 2025Updated last year