Best Alternatives to AReaL
LLM InfraΒ·β
5.2k
Lightning-Fast RL for LLM Reasoning and Agents. Made Simple & Flexible.
#Reinforcement Learning#Large Language Models#Asynchronous Systems#Agentic AI#Scalable Training
01
Best Alternatives to AReaL
ToolDescriptionStarsLicenseUpdated
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MetaGPT
MetaGPTπ The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming
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68.4k
MIT
4mo ago
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cua
cuaOpen-source infrastructure for Computer-Use Agents. Sandboxes, SDKs, and benchmarks to train and evaluate AI agents that can control full desktops (macOS, Linux, Windows).
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xLAM
xLAMxLAM: A Family of Large Action Models to Empower AI Agent Systems
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APACHE
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on-policy
on-policyThis is the official implementation of Multi-Agent PPO (MAPPO).
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mini-swe-agent
mini-swe-agentThe 100 line AI agent that solves GitHub issues or helps you in your command line. Radically simple, no huge configs, no giant monorepoβbut scores >74% on SWE-bench verified!
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youtu-agent
youtu-agentA simple yet powerful agent framework that delivers with open-source models
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FedML
FedMLFEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.
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Apache-2.0
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chatarena
chatarenaChatArena (or Chat Arena) is a Multi-Agent Language Game Environments for LLMs. The goal is to develop communication and collaboration capabilities of AIs.
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Side-by-Side Comparison
| Field | AReaL | MetaGPT | cua | xLAM |
|---|---|---|---|---|
| Category | LLM Infra | LLM Infra | LLM Infra | LLM Infra |
| Stars | β 5.2k | β 68.4k | β 17.3k | β 621 |
| License | β | MIT | MIT | APACHE |
| Updated | 1d ago | 4mo ago | 1d ago | 9mo ago |
| Open Source | Yes | Yes | Yes | Yes |
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Compare AReaL With Others
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FAQ
What is AReaL?
AReaL is an open-source, fully asynchronous reinforcement learning training system designed for large reasoning and agentic models. It offers exceptional flexibility, industry-leading speed, and scalability from a single node to over 1,000 GPUs, achieving state-of-the-art performance.
What is the best alternative to AReaL?
MetaGPT is the top-rated alternative to AReaL in the LLM Infra category.
Is there a free alternative to AReaL?
MetaGPT is a free, open-source alternative.
Is AReaL open source?
Yes, AReaL is open source on GitHub.