Awesome Reasoning LLM Tutorial/Survey/Guide
☆2,576Sep 5, 2026Updated last month
Alternatives and similar repositories for Awesome-LLM-Post-training
Users that are interested in Awesome-LLM-Post-training are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Survey of Reinforcement Learning for Large Reasoning Models☆2,494Sep 14, 2026Updated last month
- verl/HybridFlow: A Flexible and Efficient RL Post-Training Framework☆23,909Updated this week
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Asy…☆10,092Oct 5, 2026Updated last week
- Search-R1: An Efficient, Scalable RL Training Framework for Reasoning & Search Engine Calling interleaved LLM based on veRL☆5,514Nov 13, 2025Updated 11 months ago
- Latest Advances on System-2 Reasoning☆1,358Jun 8, 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.
- Understanding R1-Zero-Like Training: A Critical Perspective☆1,283Aug 27, 2025Updated last year
- Democratizing Reinforcement Learning for LLMs☆5,884Updated this week
- An Open-source RL System from ByteDance Seed and Tsinghua AIR☆1,950May 11, 2025Updated last year
- EasyR1: An Efficient, Scalable, Multi-Modality RL Training Framework based on veRL☆5,194Sep 19, 2026Updated 3 weeks ago
- [TMLR 2025] Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models☆794Feb 28, 2026Updated 7 months ago
- Fully open reproduction of DeepSeek-R1☆26,480Oct 2, 2026Updated 2 weeks ago
- Official Repo for Open-Reasoner-Zero☆2,100Jun 2, 2025Updated last year
- Simple RL training for reasoning☆3,876Dec 23, 2025Updated 9 months ago
- This repository provides valuable reference for researchers in the field of multimodality, please start your exploratory travel in RL-bas…☆1,445Sep 29, 2026Updated 2 weeks 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.
- From Chain-of-Thought prompting to OpenAI o1 and DeepSeek-R1 🍓☆3,695Apr 20, 2026Updated 5 months ago
- An Efficient and User-Friendly Scaling Library for Reinforcement Learning with Large Language Models☆3,426Updated this week
- slime is an LLM training framework for RL Scaling.☆8,677Updated this week
- Train transformer language models with reinforcement learning.☆19,535Updated this week
- ☆1,916Jun 18, 2026Updated 4 months ago
- A collection of LLM papers, blogs, and projects, with a focus on OpenAI o1 🍓 and reasoning techniques.☆6,904Dec 17, 2025Updated 10 months ago
- Agent RL framework for LLM agents: multi-turn reinforcement learning with StarPO and reasoning-collapse diagnostics☆2,824Aug 23, 2026Updated last month
- s1: Simple test-time scaling☆6,672Jun 25, 2025Updated last year
- Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)☆75,537Oct 10, 2026Updated last week
- 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.
- Latest Advances on Long Chain-of-Thought Reasoning☆651Jul 18, 2025Updated last year
- Latest Advances on Multimodal Large Language Models☆18,057Oct 1, 2026Updated 2 weeks ago
- My learning notes for ML SYS.☆7,567Updated this week
- Paper list for Efficient Reasoning.☆908May 29, 2026Updated 4 months ago
- Agent-R1: Training Powerful LLM Agents with End-to-End Reinforcement Learning☆1,697Updated this week
- Minimal reproduction of DeepSeek R1-Zero☆13,249Feb 27, 2026Updated 7 months ago
- ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning & ReCall: Learning to Reason with Tool Call for LLMs via Rei…☆1,444May 16, 2025Updated last year
- The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible.☆5,839Updated this week
- A framework for few-shot evaluation of language models.☆14,248Sep 14, 2026Updated last month
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- [NeurIPS 2025] TTRL: Test-Time Reinforcement Learning☆1,131Apr 15, 2026Updated 6 months ago
- Reproduce R1 Zero on Logic Puzzle☆2,452Mar 20, 2025Updated last year
- Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.8, DeepSeek-V4, GLM-5.1, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL…☆15,870Updated this week
- Witness the aha moment of VLM with less than $3.☆4,064May 19, 2025Updated last year
- A high-throughput and memory-efficient inference and serving engine for LLMs☆93,989Updated this week
- The development and future prospects of large multimodal reasoning models.☆618Aug 19, 2026Updated last month
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆454Jul 11, 2025Updated last year