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:
- ☆113Jun 15, 2025Updated last year
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆451Jul 11, 2025Updated last year
- [NeurIPS 2025] Reinforcement Learning for Reasoning in Large Language Models with One Training Example☆444Mar 11, 2026Updated 5 months ago
- Extrapolating RLVR to General Domains without Verifiers☆205Aug 12, 2025Updated last year
- ☆312Jul 6, 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.
- ☆363Jul 29, 2025Updated last year
- Klear-Reasoner: Advancing Reasoning Capability via Gradient-Preserving Clipping Policy Optimization☆82Dec 25, 2025Updated 8 months ago
- ☆33Aug 21, 2025Updated last year
- Reproducing R1 for Code with Reliable Rewards☆318May 5, 2025Updated last year
- [NeurIPS 2025] TTRL: Test-Time Reinforcement Learning☆1,122Apr 15, 2026Updated 4 months ago
- Official github repo for "Fractional Reasoning via Latent Steering Vectors Improves Inference Time Compute"☆17Jun 30, 2025Updated last year
- [NeurIPS 2025] Implementation for the paper "The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning"☆168Mar 2, 2026Updated 6 months ago
- Official Repository of "Learning to Reason under Off-Policy Guidance"☆467Mar 20, 2026Updated 5 months ago
- Official Repository of "Learning what reinforcement learning can't"☆86Dec 30, 2025Updated 8 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- CPPO: Accelerating the Training of Group Relative Policy Optimization-Based Reasoning Models (NeurIPS 2025)☆178Nov 4, 2025Updated 10 months ago
- TreeRL: LLM Reinforcement Learning with On-Policy Tree Search in ACL'25☆105Jun 16, 2025Updated last year
- ☆52Mar 9, 2026Updated 5 months ago
- [ICLR 2026] End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning☆405Mar 30, 2026Updated 5 months ago
- Emergent Hierarchical Reasoning in LLMs/VLMs through Reinforcement Learning [ICLR26]☆65Apr 11, 2026Updated 4 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 8 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 6 months ago
- Official implementation for Text Generation Beyond Discrete Token Sampling☆26Aug 11, 2025Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Pre-trained, Scalable, High-performance Reward Models via Policy Discriminative Learning.☆168Sep 23, 2025Updated 11 months ago
- ☆16Jun 10, 2025Updated last year
- [NeurIPS 2025] What Makes a Reward Model a Good Teacher? An Optimization Perspective☆45Sep 18, 2025Updated 11 months ago
- 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
- Scalable RL solution for advanced reasoning of language models☆1,872Mar 18, 2025Updated last year
- Reproduce R1 Zero on Logic Puzzle☆2,450Mar 20, 2025Updated last year
- Github Repo for OATS: Outlier-Aware Pruning through Sparse and Low Rank Decomposition☆20Apr 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
- 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] On the Generalization of SFT: A Reinforcement Learning Perspective with Reward Rectification.☆1,096Aug 1, 2026Updated last month
- [TMLR 2025] Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models☆787Feb 28, 2026Updated 6 months ago
- A Sober Look at Language Model Reasoning☆92Nov 18, 2025Updated 9 months ago
- ☆48Oct 23, 2025Updated 10 months ago
- [NeurIPS 2025 Spotlight] LLM post-training suite — featuring ReasonFlux, ReasonFlux-PRM, and ReasonFlux-Coder.☆542Sep 27, 2025Updated 11 months ago
- RePO: Replay-Enhanced Policy Optimization☆24Jun 12, 2025Updated last year
- [ICLR 2026] PSFT is a trust-region–inspired fine-tuning objective that views SFT as a policy gradient method with constant advantages, co…☆39Sep 9, 2025Updated 11 months ago