This is the official implementation of the paper "S²R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning"
☆78Apr 22, 2025Updated last year
Alternatives and similar repositories for S2R
Users that are interested in S2R are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆38Nov 18, 2025Updated 10 months ago
- [ICML 2025] Teaching Language Models to Critique via Reinforcement Learning☆125May 6, 2025Updated last year
- Recipes to train the self-rewarding reasoning LLMs.☆230Mar 2, 2025Updated last year
- Official Code Repository for [AutoScale📈: Scale-Aware Data Mixing for Pre-Training LLMs] Published as a conference paper at **COLM 2025*…☆14Aug 8, 2025Updated last year
- ☆54Feb 12, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- This is a pip package implementing Reinforcement Learning algorithms in non-stationary environments supported by the OpenAI Gym toolkit.☆16Jun 28, 2024Updated 2 years ago
- ☆17Aug 1, 2025Updated last year
- [ICLR 2026] Rectifying LLM Thought From Lens of Optimization☆14Dec 5, 2025Updated 10 months ago
- X-Reasoner: Towards Generalizable Reasoning Across Modalities and Domains☆48Feb 4, 2026Updated 8 months ago
- ☆35May 16, 2025Updated last year
- A series of technical report on Slow Thinking with LLM☆769Aug 13, 2025Updated last year
- [COLM 2025] Official code for "When To Solve, When To Verify: Compute-Optimal Problem Solving and Generative Verification for LLM Reasoni…☆15Oct 31, 2025Updated 11 months ago
- General Reasoner: Advancing LLM Reasoning Across All Domains [NeurIPS25]☆232Nov 27, 2025Updated 10 months ago
- Code for reproducing our paper "Low Rank Adapting Models for Sparse Autoencoder Features"☆17Mar 31, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆15Apr 14, 2025Updated last year
- ☆113Jul 15, 2025Updated last year
- Official code implementation for the ACL 2025 paper: 'Dynamic Scaling of Unit Tests for Code Reward Modeling'☆27May 16, 2025Updated last year
- Exploring the Limit of Outcome Reward for Learning Mathematical Reasoning☆190Mar 20, 2025Updated last year
- Short RL☆19Apr 16, 2026Updated 5 months ago
- Code and data release of the paper Enhancing LLM Complex Problem-Solving with Hybrid Thinking and Dynamic Workflows☆15Oct 4, 2024Updated 2 years ago
- Official repository for paper: O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning☆100Feb 21, 2025Updated last year
- ☆48May 25, 2025Updated last year
- [ICML 2026] GUIEvalKit: Open-source Evaluation Toolkit for GUI Agents☆25Feb 26, 2026Updated 7 months ago
- 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.
- Research Code for preprint "Optimizing Test-Time Compute via Meta Reinforcement Finetuning".☆119Jun 23, 2026Updated 3 months ago
- Official Repo for SwS: A Weakness-driven Problem Synthesis Framework in RL for LLM Reasoning☆67Sep 25, 2026Updated 2 weeks ago
- MathFusion: Enhancing Mathematical Problem-solving of LLM through Instruction Fusion (ACL 2025)☆37Jul 16, 2025Updated last year
- ICLR 2021: "Monte-Carlo Planning and Learning with Language Action Value Estimates"☆33Nov 30, 2023Updated 2 years ago
- MetaAgent: Toward Self-Evolving Agent via Tool Meta-Learning☆49Sep 3, 2025Updated last year
- Code accompanying the paper "Noise Contrastive Alignment of Language Models with Explicit Rewards" (NeurIPS 2024)☆59Nov 8, 2024Updated last year
- ☆33Jan 7, 2025Updated last year
- AgentRewardBench: Evaluating Automatic Evaluations of Web Agent Trajectories☆51Aug 16, 2026Updated last month
- How Instruction and Reasoning Data shape Post-Training: Data Quality through the Lens of Layer-wise Gradients☆22Jun 17, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Understanding R1-Zero-Like Training: A Critical Perspective☆1,281Aug 27, 2025Updated last year
- ☆351May 24, 2025Updated last year
- ☆102Dec 22, 2023Updated 2 years ago
- [COLM'25] A Controlled Study on Long Context Extension and Generalization in LLMs☆65Mar 9, 2026Updated 7 months ago
- [AAAI26] Trade-offs in Large Reasoning Models: An Empirical Analysis of Deliberative and Adaptive Reasoning over Foundational Capabilitie…☆11Feb 7, 2026Updated 8 months ago
- ☆334May 31, 2025Updated last year
- ☆34Apr 1, 2025Updated last year