A curated list of resources on Reinforcement Learning with Verifiable Rewards (RLVR) and the reasoning capability boundary of Large Language Models (LLMs).
☆94Dec 12, 2025Updated 10 months ago
Alternatives and similar repositories for awesome-RLVR-boundary
Users that are interested in awesome-RLVR-boundary are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code repository for "RL Grokking Recipe: How RL Unlocks and Transfers New Algorithms in LLMs""☆35Oct 12, 2025Updated last year
- [ACL 2026] Enabling Efficient Reasoning in LLMs via Black-box Persuasive Prompting☆23Jan 9, 2026Updated 9 months ago
- repo for paper https://arxiv.org/abs/2504.13837☆356Jul 27, 2026Updated 3 months ago
- Code for "Language Models Can Learn from Verbal Feedback Without Scalar Rewards"☆65Jan 5, 2026Updated 10 months ago
- The official codebase for "Experiential Reinforcement Learning" - https://arxiv.org/pdf/2602.13949v1☆80Jul 2, 2026Updated 4 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Revisiting Mid-training in the Era of Reinforcement Learning Scaling☆188Jul 23, 2025Updated last year
- [NeurIPS 2025] Reinforcement Learning for Reasoning in Large Language Models with One Training Example☆453Mar 11, 2026Updated 7 months ago
- A curated resource for interactive evaluation: framework, taxonomy, design principles, and benchmark collection.☆24May 22, 2026Updated 5 months ago
- Implementation for the paper "Fictitious Synthetic Data Can Improve LLM Factuality via Prerequisite Learning"☆11Jan 10, 2025Updated last year
- Text as a Universal User Representation for Transferable Personalization☆13Mar 4, 2026Updated 8 months ago
- Code for Blog Post: Can Better Cold-Start Strategies Improve RL Training for LLMs?☆20Mar 9, 2025Updated last year
- code for the paper Offline Prioritized Experience Replay☆12Jun 13, 2023Updated 3 years ago
- The official implemention of "Depth-Breadth Synergy in RLVR: Unlocking LLM Reasoning Gains with Adaptive Exploration" (ICML 2026)☆28Feb 4, 2026Updated 9 months ago
- General Reasoner: Advancing LLM Reasoning Across All Domains [NeurIPS25]☆233Nov 27, 2025Updated 11 months ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- ☆18Aug 4, 2025Updated last year
- Codes for Mitigating Unhelpfulness in Emotional Support Conversations with Multifaceted AI Feedback (ACL 2024 Findings)☆17Jul 2, 2024Updated 2 years ago
- ☆13Jun 11, 2025Updated last year
- Official Implementation for the paper "Integrative Decoding: Improving Factuality via Implicit Self-consistency"☆33Apr 12, 2025Updated last year
- Official Repository of Paper "Watch the Weights: Unsupervised monitoring and control of fine-tuned LLMs"☆15Sep 25, 2025Updated last year
- Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"☆269Sep 12, 2025Updated last year
- The official implementation of "Scaling Data Diversity for Fine-Tuning Language Models in Human Alignment".☆10Mar 19, 2024Updated 2 years ago
- Benchmark and research code for the paper SWEET-RL Training Multi-Turn LLM Agents onCollaborative Reasoning Tasks☆273May 5, 2025Updated last year
- ☆10Jul 27, 2026Updated 3 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- OpenCoconut implements a latent reasoning paradigm where we generate thoughts before decoding.☆174Jan 16, 2025Updated last year
- ☆17Jun 15, 2026Updated 4 months ago
- [NeurIPS 2024] Self-Optimization Improves the Efficiency of Code Generation☆15May 10, 2025Updated last year
- RETROAGENT: From Solving to Evolving via Retrospective Dual Intrinsic Feedback☆32Mar 30, 2026Updated 7 months ago
- ☆14Jun 5, 2024Updated 2 years ago
- Defeating the Training-Inference Mismatch via FP16☆199Nov 14, 2025Updated 11 months ago
- atari-gpt☆12May 30, 2025Updated last year
- Official torch code and models for Sphere Encoder 2☆16Oct 13, 2026Updated 3 weeks ago
- ☆13Oct 13, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- This is the official repo for "Refusal Tokens: A Simple Way to Calibrate Refusals in Large Language Models"☆11Jul 22, 2025Updated last year
- Tora: Torchtune-LoRA for RL☆87Dec 2, 2025Updated 11 months ago
- [NeurIPS'25] Beyond Accuracy: Dissecting Mathematical Reasoning for LLMs Under Reinforcement Learning☆17Dec 12, 2025Updated 10 months ago
- CatchBench: a benchmark for auditing agent failures across the full lifecycle.☆13Oct 26, 2026Updated last week
- ☆16May 25, 2022Updated 4 years ago
- ☆11Jun 2, 2026Updated 5 months ago
- [NeurIPS 2025 Spotlight] Co-Evolving LLM Coder and Unit Tester via Reinforcement Learning☆169Sep 19, 2025Updated last year