Best Alternatives to FedML
LLM InfraΒ·β
4.0kΒ·Apache-2.0
FEDML - 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.
#Federated Learning#MLOps#Distributed Training#Generative AI#LLMs
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Best Alternatives to FedML
ToolDescriptionStarsLicenseUpdated
01
MetaGPT
MetaGPTπ The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming
β
68.4k
MIT
4mo ago
Details β02
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).
β
17.3k
MIT
1d ago
Details β03
xLAM
xLAMxLAM: A Family of Large Action Models to Empower AI Agent Systems
β
621
APACHE
9mo ago
Details β04
on-policy
on-policyThis is the official implementation of Multi-Agent PPO (MAPPO).
β
2.0k
MIT
1y ago
Details β05
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!
β
4.7k
β
5d ago
Details β06
youtu-agent
youtu-agentA simple yet powerful agent framework that delivers with open-source models
β
4.6k
NOASSERTION
2mo ago
Details β07
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.
β
1.5k
APACHE
9mo ago
Details β08
AgileRL
AgileRLStreamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools, with 10x faster training through evolutionary hyperparameter optimization.
β
921
β
1d ago
Details β02
Side-by-Side Comparison
| Field | FedML | MetaGPT | cua | xLAM |
|---|---|---|---|---|
| Category | LLM Infra | LLM Infra | LLM Infra | LLM Infra |
| Stars | β 4.0k | β 68.4k | β 17.3k | β 621 |
| License | Apache-2.0 | MIT | MIT | APACHE |
| Updated | 7mo ago | 4mo ago | 1d ago | 9mo ago |
| Open Source | Yes | Yes | Yes | Yes |
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Compare FedML With Others
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FAQ
What is FedML?
FedML is a unified and scalable open-source machine learning library powered by TensorOpera AI, enabling training and deployment of AI jobs anywhere at any scale. It offers holistic support for MLOps, scheduling, and high-performance ML libraries, including federated learning, distributed training, and generative AI functionalities.
What is the best alternative to FedML?
MetaGPT is the top-rated alternative to FedML in the LLM Infra category.
Is there a free alternative to FedML?
MetaGPT is a free, open-source alternative.
Is FedML open source?
Yes, FedML is open source on GitHub, licensed under Apache-2.0.