Adan
Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models (by sail-sg)
Adan-pytorch
Implementation of the Adan (ADAptive Nesterov momentum algorithm) Optimizer in Pytorch (by lucidrains)
| Adan | Adan-pytorch | |
|---|---|---|
| 1 | 1 | |
| 727 | 240 | |
| 1.2% | - | |
| 4.6 | 3.2 | |
| about 1 month ago | over 1 year ago | |
| Python | Python | |
| Apache License 2.0 | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Adan
Posts with mentions or reviews of Adan.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-03-24.
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Find Optimal Learning Rates for Stable Diffusion Fine-tunes (Link in Comments)
Adan https://github.com/sail-sg/Adan
Adan-pytorch
Posts with mentions or reviews of Adan-pytorch.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-09-03.
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I tried the new adan optimizer..... Promising results(?)
Sometimes, google tries to be useful by recommending stuff like this https://github.com/lucidrains/Adan-pytorch
What are some alternatives?
When comparing Adan and Adan-pytorch you can also consider the following projects:
Sophia - Effortless plugin and play Optimizer to cut model training costs by 50%. New optimizer that is 2x faster than Adam on LLMs.
AdamP - AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights (ICLR 2021)
torchopt - TorchOpt is an efficient library for differentiable optimization built upon PyTorch.
dadaptation - D-Adaptation for SGD, Adam and AdaGrad
adan-experiments - Checking out the new adan optimizer
pytorch_resnet_cifar10 - Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.
DeepFake-Detection - Towards deepfake detection that actually works
LaTeX-OCR - pix2tex: Using a ViT to convert images of equations into LaTeX code.