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Training & fine-tuning

SwanHubX/SwanLab

⚡️SwanLab - an open-source, modern-design AI training tracking and visualization tool. Supports Cloud / Self-hosted use. Integrated with PyTorch / Transformers / verl / LLaMA Factory / ms-swift / Ultr

Apache-2.0Python
Stars
4.3k
Forks
232
Open issues
44
Last push
2d ago

About SwanLab

SwanLab is a free, open-source machine learning tool by SwanHubX, written mainly in Python. ⚡️SwanLab - an open-source, modern-design AI training tracking and visualization tool. Supports Cloud / Self-hosted use. Integrated with PyTorch / Transformers / verl / LLaMA Factory / ms-swift / Ultr. It has 4.3k GitHub stars and 232 forks, and was last updated 2d ago. It's released under the Apache-2.0 license, a standard open-source license.

License
Apache-2.0
Language
Python
Stars
4,318
Last update
2d ago
Runs on Mac
Not stated
GPU
Not stated
Paid API key
Not stated
Self-hostable
Not stated

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SwanLab FAQ

Is SwanLab free?

Yes. SwanLab is open source and free to use. It's released under the Apache-2.0 license, a standard open-source license.

Does SwanLab run on a Mac?

Its README doesn't say. Check the installation guide on GitHub before you start.

Does SwanLab need a GPU?

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

Is SwanLab still maintained?

Yes. It was last updated 2d ago and has 44 open issues on GitHub.

What are alternatives to SwanLab?

Similar free, open-source tools include superset, pytorch-image-models, ludwig, imbalanced-learn.

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