AReaL

by inclusionAI · Agent Tool · ★ 5.2k

About AReaL

AReaL: A Large-Scale Asynchronous Reinforcement Learning System WeChat (微信) Group | AReaL is an open-source fully asynchronous reinforcement learning training system for large reasoning and agentic models, developed by members from Tsinghua IIIS and the AReaL Team at Ant Group. Built upon the open-source project ReaLHF, we are fully committed to open-source principles by providing the training details, data, and infrastructure required to reproduce our results, along with the models themselves. AReaL aims to help everyone build their own AI agents easily and affordably.

agentllmllm-agentllm-reasoningmachine-learning-systemsmlsysreinforcement-learningrl

Quick Facts

Stars5,153
Forks495
LanguagePython
CategoryAgent Tool
LicenseApache-2.0
Quality Score45.582/100
Open Issues66
Last Updated2026-05-10
Created2025-02-24
Platformspython
Est. Tokens~19218k

Compatible Skills

These tools work well together with AReaL for enhanced workflows:

  • doc-to-lora — semantic(0.28)+complementary+same_lang+similar_pop+shared_platform (55%)
  • mirascope — semantic(0.21)+complementary+same_lang+similar_pop+shared_platform (52%)
  • agentic-context-engine — semantic(0.17)+complementary+same_lang+similar_pop+shared_platform (51%)
  • wcgw — semantic(0.17)+complementary+same_lang+similar_pop+shared_platform (51%)
  • gptme — semantic(0.17)+complementary+same_lang+similar_pop+shared_platform (51%)

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Frequently Asked Questions

What is AReaL?

AReaL is The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible.. It is categorized as a Agent Tool with 5.2k GitHub stars.

What programming language is AReaL written in?

AReaL is primarily written in Python. It covers topics such as agent, llm, llm-agent.

How do I install or use AReaL?

You can find installation instructions and usage details in the AReaL GitHub repository at github.com/inclusionAI/AReaL. The project has 5.2k stars and 495 forks, indicating an active community.

What license does AReaL use?

AReaL is released under the Apache-2.0 license, making it free to use and modify according to the license terms.

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