[ICML 2025] Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search
☆112Jun 3, 2025Updated 11 months ago
Alternatives and similar repositories for Satori
Users that are interested in Satori are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- MathFusion: Enhancing Mathematical Problem-solving of LLM through Instruction Fusion (ACL 2025)☆37Jul 16, 2025Updated 9 months ago
- ☆18Apr 10, 2025Updated last year
- [NeurIPS 2025 Spotlight] LLM post-training suite — featuring ReasonFlux, ReasonFlux-PRM, and ReasonFlux-Coder.☆533Sep 27, 2025Updated 7 months ago
- Test-time preferenece optimization (ICML 2025).☆182May 8, 2025Updated 11 months ago
- [ICML 2025] Teaching Language Models to Critique via Reinforcement Learning☆126May 6, 2025Updated 11 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- [NeurIPS'25] The official code of "PeRL: Permutation-Enhanced Reinforcement Learning for Interleaved Vision-Language Reasoning"☆30Mar 30, 2026Updated last month
- [COLM 2025] Official code for "When To Solve, When To Verify: Compute-Optimal Problem Solving and Generative Verification for LLM Reasoni…☆15Oct 31, 2025Updated 6 months ago
- Scalable RL solution for advanced reasoning of language models☆1,852Mar 18, 2025Updated last year
- [ICLR 2026] RPG: KL-Regularized Policy Gradient (https://arxiv.org/abs/2505.17508)☆74Updated this week
- ☆51Oct 28, 2024Updated last year
- [COLM 2025] LIMO: Less is More for Reasoning☆1,073Jul 30, 2025Updated 9 months ago
- Official Repo for SvS: A Self-play with Variational Problem Synthesis strategy for RLVR training☆53Dec 13, 2025Updated 4 months ago
- Exploring the Limit of Outcome Reward for Learning Mathematical Reasoning☆192Mar 20, 2025Updated last year
- Synthetic Data Generation with Execution-Based Verification and Grounding for LLM Training.☆20Feb 7, 2025Updated last year
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning☆265May 14, 2025Updated 11 months ago
- Learning from preferences is a common paradigm for fine-tuning language models. Yet, many algorithmic design decisions come into play. Ou…☆32Apr 20, 2024Updated 2 years ago
- ☆16Sep 25, 2025Updated 7 months ago
- Code for "CREAM: Consistency Regularized Self-Rewarding Language Models", ICLR 2025.☆29Feb 17, 2025Updated last year
- Official Repo for SwS: A Weakness-driven Problem Synthesis Framework in RL for LLM Reasoning☆42Nov 11, 2025Updated 5 months ago
- ☆53Feb 12, 2025Updated last year
- TARS: MinMax Token-Adaptive Preference Strategy for Hallucination Reduction in MLLMs☆24Sep 21, 2025Updated 7 months ago
- ☆46Sep 27, 2025Updated 7 months ago
- Simple RL training for reasoning☆3,851Dec 23, 2025Updated 4 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.
- The rule-based evaluation subset and code implementation of Omni-MATH☆27Dec 23, 2024Updated last year
- [ACL 2025] Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems☆130Jun 11, 2025Updated 10 months ago
- ☆14Jun 25, 2025Updated 10 months ago
- [ACL 2024] Self-Training with Direct Preference Optimization Improves Chain-of-Thought Reasoning☆54Jul 28, 2024Updated last year
- Code for paper: "Executing Arithmetic: Fine-Tuning Large Language Models as Turing Machines"☆11Oct 11, 2024Updated last year
- ☆29Oct 2, 2025Updated 7 months ago
- MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction-Following☆16Oct 31, 2024Updated last year
- B-STAR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners☆86May 21, 2025Updated 11 months ago
- ☆124Feb 21, 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.
- Emergent Hierarchical Reasoning in LLMs/VLMs through Reinforcement Learning [ICLR26]☆64Apr 11, 2026Updated 3 weeks ago
- [EMNLP'22] Weakly-Supervised Temporal Article Grounding☆14Nov 25, 2023Updated 2 years ago
- Implementation of the ICML 2024 paper "Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning" pr…☆116Feb 9, 2024Updated 2 years ago
- [COLM 2025] Know Me, Respond to Me: Benchmarking LLMs for Dynamic User Profiling and Personalized Responses at Scale☆135Mar 19, 2026Updated last month
- [ACM MM25] LongWriter-V: Enabling Ultra-Long and High-Fidelity Generation in Vision-Language Models☆22Mar 29, 2025Updated last year
- ☆25Aug 23, 2024Updated last year
- ☆15Apr 26, 2025Updated last year