One-shot Entropy Minimization
☆192Jun 13, 2025Updated last year
Alternatives and similar repositories for one-shot-em
Users that are interested in one-shot-em are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆114Jun 15, 2025Updated last year
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆454Jul 11, 2025Updated last year
- [NeurIPS 2025] Reinforcement Learning for Reasoning in Large Language Models with One Training Example☆450Mar 11, 2026Updated 7 months ago
- Extrapolating RLVR to General Domains without Verifiers☆206Aug 12, 2025Updated last year
- ☆312Jul 6, 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.
- ☆368Jul 29, 2025Updated last year
- ☆33Aug 21, 2025Updated last year
- Reproducing R1 for Code with Reliable Rewards☆318May 5, 2025Updated last year
- Klear-Reasoner: Advancing Reasoning Capability via Gradient-Preserving Clipping Policy Optimization☆111Dec 25, 2025Updated 9 months ago
- [NeurIPS 2025] TTRL: Test-Time Reinforcement Learning☆1,131Apr 15, 2026Updated 6 months ago
- Official github repo for "Fractional Reasoning via Latent Steering Vectors Improves Inference Time Compute"☆18Jun 30, 2025Updated last year
- [NeurIPS 2025] Implementation for the paper "The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning"☆173Mar 2, 2026Updated 7 months ago
- Official Repository of "Learning to Reason under Off-Policy Guidance"☆473Mar 20, 2026Updated 6 months ago
- Official Repository of "Learning what reinforcement learning can't"☆90Dec 30, 2025Updated 9 months ago
- 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.
- CPPO: Accelerating the Training of Group Relative Policy Optimization-Based Reasoning Models (NeurIPS 2025)☆177Nov 4, 2025Updated 11 months ago
- ☆52Oct 9, 2026Updated last week
- TreeRL: LLM Reinforcement Learning with On-Policy Tree Search in ACL'25☆106Jun 16, 2025Updated last year
- [ICLR 2026] End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning☆406Mar 30, 2026Updated 6 months ago
- Emergent Hierarchical Reasoning in LLMs/VLMs through Reinforcement Learning [ICLR26]☆66Apr 11, 2026Updated 6 months ago
- Revisiting Mid-training in the Era of Reinforcement Learning Scaling☆188Jul 23, 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
- [ICLR 26] The official code repository for the paper "Mirage or Method? How Model–Task Alignment Induces Divergent RL Conclusions".☆19Feb 9, 2026Updated 8 months ago
- Official implementation for Text Generation Beyond Discrete Token Sampling☆26Aug 11, 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.
- Pre-trained, Scalable, High-performance Reward Models via Policy Discriminative Learning.☆168Sep 23, 2025Updated last year
- The official repo for “Unleashing the Reasoning Potential of Pre-trained LLMs by Critique Fine-Tuning on One Problem” [EMNLP25]☆33Sep 1, 2025Updated last year
- [NeurIPS 2025] What Makes a Reward Model a Good Teacher? An Optimization Perspective☆45Sep 18, 2025Updated last year
- Scalable RL solution for advanced reasoning of language models☆1,871Mar 18, 2025Updated last year
- ☆17Jun 10, 2025Updated last year
- Reproduce R1 Zero on Logic Puzzle☆2,452Mar 20, 2025Updated last year
- Github Repo for OATS: Outlier-Aware Pruning through Sparse and Low Rank Decomposition☆21Apr 16, 2025Updated last year
- Reasoning or Memorization? Unreliable Results of Reinforcement Learning Due to Data Contamination.☆22Jul 18, 2025Updated last year
- [ICLR 2026] Do Not Let Low-Probability Tokens Over-Dominate in RL for LLMs☆47May 20, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [TMLR 2025] Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models☆794Feb 28, 2026Updated 7 months ago
- [ICLR 2026] On the Generalization of SFT: A Reinforcement Learning Perspective with Reward Rectification.☆927Aug 1, 2026Updated 2 months ago
- A Sober Look at Language Model Reasoning☆92Nov 18, 2025Updated 11 months ago
- RePO: Replay-Enhanced Policy Optimization☆24Jun 12, 2025Updated last year
- ☆47Apr 9, 2025Updated last year
- ☆49Oct 23, 2025Updated 11 months ago
- [EMNLP 2025] Verification Engineering for RL in Instruction Following☆61Mar 30, 2026Updated 6 months ago