NVlabs/DoRA
[ICML2024 (Oral)] Official PyTorch implementation of DoRA: Weight-Decomposed Low-Rank Adaptation
- 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
Similar free tools
peft22k stars · 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
ludwig12k stars · Low-code framework for building custom LLMs, neural networks, and other AI models
pytorch-image-models37k stars · The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT)
MetaClaw3.5k stars · 🦞 Just talk to your agent — it learns and EVOLVES 🧬.
align-anything4.7k stars · Align Anything: Training All-modality Model with Feedback
adapters2.8k stars · A Unified Library for Parameter-Efficient and Modular Transfer Learning
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.