Segment Policy Optimization: Effective Segment-Level Credit Assignment in RL for Large Language Models
☆49Sep 19, 2025Updated 8 months ago
Alternatives and similar repositories for SPO
Users that are interested in SPO are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Emergent Hierarchical Reasoning in LLMs/VLMs through Reinforcement Learning [ICLR26]☆64Apr 11, 2026Updated last month
- ☆56Jul 7, 2025Updated 10 months ago
- ☆28Jul 18, 2025Updated 10 months ago
- [ACL2026 Findings] "Towards Hierarchical Multi-Step Reward Models for Enhanced Reasoning in Large Language Models"☆20Mar 25, 2025Updated last year
- Code for "Echo Chamber: RL Post-training Amplifies Behaviors Learned in Pretraining"☆28Oct 14, 2025Updated 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.
- ☆17Apr 10, 2025Updated last year
- [COLM 2025] Code for Paper: Learning Adaptive Parallel Reasoning with Language Models☆143Dec 17, 2025Updated 5 months ago
- TreeRL: LLM Reinforcement Learning with On-Policy Tree Search in ACL'25☆92Jun 16, 2025Updated 11 months ago
- ☆78Jun 28, 2025Updated 10 months ago
- THOUGHTSCULPT, a general reasoning and search method for complex tasks☆13Dec 13, 2024Updated last year
- Codes for ReFocus: Visual Editing as a Chain of Thought for Structured Image Understanding [ICML 2025]]☆49Jul 22, 2025Updated 10 months ago
- R1V, trained with AI feedback, answers open-ended visual questions.☆14Apr 12, 2025Updated last year
- Code for "Adaptive Self-improvement LLM Agentic System for ML Library Development" (ICML 2025)☆16Jan 6, 2026Updated 4 months ago
- This is the official repository of the paper Exploring Superior Function Calls via Reinforcement Learning.☆34Aug 11, 2025Updated 9 months ago
- 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.
- AdaptiveStep: Automatically Dividing Reasoning Step through Model Confidence☆10Mar 2, 2025Updated last year
- Towards Efficient and Effective Text-to-Video Retrieval with Coarse-to-Fine Visual Representation Learning☆21Feb 19, 2025Updated last year
- An asynchronous streaming data management module for efficient post-training.☆72Updated this week
- [ICCV 2025 Highlight] LMM4LMM: Benchmarking and Evaluating Large-multimodal Image Generation with LMMs☆20Nov 16, 2025Updated 6 months ago
- ☆75Jun 10, 2025Updated 11 months ago
- Ring is a reasoning MoE LLM provided and open-sourced by InclusionAI, derived from Ling.☆109Aug 5, 2025Updated 9 months ago
- [TPAMI 2026] Offical Repository of "AtomThink: Multimodal Slow Thinking with Atomic Step Reasoning"☆66Nov 18, 2025Updated 6 months ago
- [ACL'25] Code for "Aligning Large Language Models to Follow Instructions and Hallucinate Less via Effective Data Filtering"☆21Jul 23, 2025Updated 10 months ago
- Implementation of Negative-aware Finetuning (NFT) algorithm for "Bridging Supervised Learning and Reinforcement Learning in Math Reasonin…☆82Sep 8, 2025Updated 8 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.
- Implementation for paper Automata Extraction from Transformers.☆12Jun 8, 2024Updated last year
- FastCuRL: Curriculum Reinforcement Learning with Stage-wise Context Scaling for Efficient LLM Reasoning (EMNLP 2025)☆59Oct 10, 2025Updated 7 months ago
- ☆18Jul 24, 2025Updated 9 months ago
- ☆346May 24, 2025Updated 11 months ago
- Official PyTorch implementation of the paper "Enhancing Vision-Language Pre-Training with Jointly Learned Questioner and Dense Captioner"☆15Aug 9, 2023Updated 2 years ago
- Official implementation for DenseMixer: Improving MoE Post-Training with Precise Router Gradient☆67Aug 3, 2025Updated 9 months ago
- An official implementation of Random Policy Valuation is Enough for LLM Reasoning with Verifiable Rewards☆36Oct 3, 2025Updated 7 months ago
- Revisiting Mid-training in the Era of Reinforcement Learning Scaling☆188Jul 23, 2025Updated 10 months ago
- ☆13Sep 14, 2021Updated 4 years ago
- 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.
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆442Jul 11, 2025Updated 10 months ago
- Container-free RL framework for training software engineering agents☆58Mar 4, 2026Updated 2 months ago
- The code for paper "EPO: Entropy-regularized Policy Optimization for LLM Agents Reinforcement Learning"☆38Oct 1, 2025Updated 7 months ago
- [ECCV 2024] The official implementation for "Embracing Events and Frames with Hierarchical Feature Refinement Network for Robust Object D…☆22Mar 24, 2025Updated last year
- ☆13Mar 10, 2022Updated 4 years ago
- 此项目是我个人对MIT 6.5940 课程作业的答案，学习笔记和心得。☆15Mar 1, 2024Updated 2 years ago
- Entropy-Driven GRPO with Guided Error Correction for Advantage Diversity☆22Aug 28, 2025Updated 8 months ago