optimizer

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

Force Remove Copilot, Recall and More in Windows 11

SQL Optimizer And Rewriter

Free, open-source Windows optimization tool for performance, privacy, and simplicity.

🚀Optimizer for mobile applications

AdalFlow: The library to build & auto-optimize LLM applications.

Easily optimize images using PHP

The official implementation of MARS: Unleashing the Power of Variance Reduction for Training Large Models

Effortless plugin and play Optimizer to cut model training costs by 50%. New optimizer that is 2x faster than Adam on LLMs.

The AdEMAMix Optimizer: Better, Faster, Older.

🌹 Rose: Range-Of-Slice Equilibration PyTorch optimizer. Stateless optimization through range-normalized gradient updates.

A family of highly efficient, lightweight yet powerful optimizers.

[EMNLP22] Improving Sharpness-Aware Minimization with Fisher Mask for Better Generalization on Language Models

A new optimizer, Gradient Ascent: Gradient Ascent adjusts the parameters in the direction of the gradient to maximize some objective function.