[AAAI 2026] - Official repo for paper: "Reinforcement Learning for Reasoning in Small LLMs: What Works and What Doesn't"
☆295Mar 11, 2026Updated 7 months ago
Alternatives and similar repositories for open-rs
Users that are interested in open-rs are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Simple RL training for reasoning☆3,881Dec 23, 2025Updated 10 months ago
- [NeurIPS 2025] Reinforcement Learning for Reasoning in Large Language Models with One Training Example☆453Mar 11, 2026Updated 7 months ago
- Official Repo for Open-Reasoner-Zero☆2,100Jun 2, 2025Updated last year
- Understanding R1-Zero-Like Training: A Critical Perspective☆1,286Aug 27, 2025Updated last year
- Scalable RL solution for advanced reasoning of language models☆1,873Mar 18, 2025Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Optimizing Anytime Reasoning via Budget Relative Policy Optimization☆54Jul 15, 2025Updated last year
- Unleashing the Power of Reinforcement Learning for Math and Code Reasoners☆738Jun 6, 2025Updated last year
- Democratizing Reinforcement Learning for LLMs☆5,904Oct 16, 2026Updated 2 weeks ago
- [COLM 2025] LIMO: Less is More for Reasoning☆1,083Jul 30, 2025Updated last year
- This repository is associated with the research paper titled ImageChain: Advancing Sequential Image-to-Text Reasoning in Multimodal Large…☆15Jun 4, 2025Updated last year
- Official code for the paper: DRA-GRPO: Exploring Diversity-Aware Reward Adjustment for R1-Zero-Like Training of Large Language Models☆24Jan 6, 2026Updated 9 months ago
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆455Jul 11, 2025Updated last year
- L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning☆264May 14, 2025Updated last year
- Official repository for ACL 2025 paper "ProcessBench: Identifying Process Errors in Mathematical Reasoning"☆196May 20, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [ICLR 2026] End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning☆407Mar 30, 2026Updated 7 months ago
- Recipes to train the self-rewarding reasoning LLMs.☆229Mar 2, 2025Updated last year
- A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning☆302Sep 25, 2025Updated last year
- [ICLR 2026] Tina: Tiny Reasoning Models via LoRA☆340Sep 23, 2025Updated last year
- [TMLR] Process Reward Models That Think☆93Jul 30, 2026Updated 3 months ago
- ☆38Nov 18, 2025Updated 11 months ago
- The code repository for paper "Kalman Filter Enhanced Group Relative Policy Optimization for Language Model Reasoning"☆13Dec 2, 2025Updated 10 months ago
- Defeating the Training-Inference Mismatch via FP16☆199Nov 14, 2025Updated 11 months ago
- An Open-source RL System from ByteDance Seed and Tsinghua AIR☆1,956May 11, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [ICLR26]GPG: A Simple and Strong Reinforcement Learning Baseline for Model Reasoning☆181Jan 29, 2026Updated 9 months ago
- [ICML 2026] RLVE: Scaling Up Reinforcement Learning for Language Models with Adaptive Verifiable Environments☆257Apr 30, 2026Updated 6 months ago
- Fully open data curation for reasoning models☆2,350Dec 2, 2025Updated 10 months ago
- ☆763Dec 23, 2025Updated 10 months ago
- Minimal reproduction of DeepSeek R1-Zero☆13,257Feb 27, 2026Updated 8 months ago
- A series of technical report on Slow Thinking with LLM☆769Aug 13, 2025Updated last year
- ☆812Jun 9, 2025Updated last year
- Repo of paper "Free Process Rewards without Process Labels"☆172Mar 14, 2025Updated last year
- AllenAI's post-training codebase☆3,915Updated this week
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Asy…☆10,130Oct 5, 2026Updated 3 weeks ago
- Fully open reproduction of DeepSeek-R1☆26,477Updated this week
- ☆274May 14, 2025Updated last year
- FastCuRL: Curriculum Reinforcement Learning with Stage-wise Context Scaling for Efficient LLM Reasoning (EMNLP 2025)☆62Oct 10, 2025Updated last year
- ☆222Feb 20, 2025Updated last year
- Behavior Injection: Preparing Language Models for Reinforcement Learning (NeurIPS 2025)☆17Jul 1, 2025Updated last year
- Official implementation of TBA for async LLM post-training.☆32Nov 5, 2025Updated 11 months ago