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zhuhanqing/APOLLO

APOLLO: SGD-like Memory, AdamW-level Performance; MLSys'25 Oustanding Paper Honorable Mention

Python
Stars
367
Forks
20
Open issues
5
Last push
10mo ago

About APOLLO

APOLLO is a free, open-source machine learning tool by zhuhanqing, written mainly in Python. APOLLO: SGD-like Memory, AdamW-level Performance; MLSys'25 Oustanding Paper Honorable Mention. It has 367 GitHub stars and 20 forks, and was last updated 10mo ago. GitHub doesn't detect a standard license, so check the repository before using it commercially.

License
Not detected
Language
Python
Stars
367
Last update
10mo ago
Runs on Mac
Not stated
GPU
Not stated
Paid API key
Not required
Self-hostable
Not stated

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APOLLO FAQ

Is APOLLO free?

Yes. APOLLO is open source and free to use. GitHub doesn't detect a standard license, so check the repository before using it commercially.

Does APOLLO run on a Mac?

The project doesn't say. Check its installation guide before you start.

Does APOLLO need a GPU?

The project doesn't state hardware needs. AI models generally run much faster with a GPU.

Is APOLLO still maintained?

It was last updated 10mo ago. Check recent issues on GitHub to judge how active it is.

What are alternatives to APOLLO?

Similar free, open-source tools include pytorch-image-models, peft, AI-Compass, EmoLLM.

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