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NVlabs/DoRA

[ICML2024 (Oral)] Official PyTorch implementation of DoRA: Weight-Decomposed Low-Rank Adaptation

Python
Stars
1.0k
Forks
70
Open issues
20
Last push
7mo ago

About DoRA

DoRA is a free, open-source machine learning tool by NVlabs, written mainly in Python. [ICML2024 (Oral)] Official PyTorch implementation of DoRA: Weight-Decomposed Low-Rank Adaptation. It has 1.0k GitHub stars and 70 forks, and was last updated 7mo ago. GitHub doesn't detect a standard license, so check the repository before using it commercially.

License
Not detected
Language
Python
Stars
1,002
Last update
7mo ago
Runs on Mac
Not stated
GPU
Not stated
Paid API key
Not stated
Self-hostable
Yes

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DoRA FAQ

Is DoRA free?

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

Does DoRA run on a Mac?

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

Does DoRA need a GPU?

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

Is DoRA still maintained?

It was last updated 7mo ago. Check recent issues on GitHub to judge how active it is.

What are alternatives to DoRA?

Similar free, open-source tools include peft, ludwig, pytorch-image-models, MetaClaw.

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