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optimizer

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huggingface / pytorch-image-models

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

Updated Jun 21, 2025
Python

tobymao / sqlglot

Python SQL Parser and Transpiler

Updated Jun 21, 2025
Python

10000

SylphAI-Inc / AdalFlow

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

Updated Jun 20, 2025
Python

jettify / pytorch-optimizer

torch-optimizer -- collection of optimizers for Pytorch

apollo optimizer pytorch hacktoberfest lookahead lamb shampoo yogi adabound swats novograd diffgrad adamod accsgd sgdp adabelief

Updated Mar 22, 2024
Python

LiyuanLucasLiu / RAdam

On the Variance of the Adaptive Learning Rate and Beyond

optimizer adam warmup adam-optimizer

Updated Jul 31, 2021
Python

pytorch / ao

PyTorch native quantization and sparsity for training and inference

training sparsity cuda inference optimizer pytorch transformer offloading llama quantization mx brrr dtypes float8

Updated Jun 22, 2025
Python

davda54 / sam

SAM: Sharpness-Aware Minimization (PyTorch)

sam optimizer pytorch sharpness-aware

Updated Feb 21, 2024
Python

cvxgrp / cvxportfolio

Portfolio optimization and back-testing.

python finance time-series optimization optimizer portfolio-optimization optimization-methods optimization-algorithms convex-optimization

Updated Jun 20, 2025
Python

Liuhong99 / Sophia

The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”

deep-learning optimizer large-language-models

Updated Jan 30, 2024
Python

scour-project / scour

Scour - An SVG Optimizer / Cleaner

python svg graphics optimizer cleaner vector-graphics scalable-vector-graphics

Updated Aug 16, 2024
Python

sail-sg / Adan

Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models

Updated Jun 8, 2025
Python

AGI-Arena / MARS

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

optimizer optimization-algorithms fine-tuning pretraining large-language-models

Updated Jun 9, 2025
Python

microsoft / Trace

End-to-end Generative Optimization for AI Agents

python machine-learning ai optimization end-to-end optimizer agents autodiff large-language-models llm prompt-optimization agentic-agi agentic-workflow compound-systems generative-optimization

Updated Jun 12, 2025
Python

torchopt

metaopt / torchopt

TorchOpt is an efficient library for differentiable optimization built upon PyTorch.

deep-learning functional-programming optimization automatic-differentiation optimizer pytorch bilevel-optimization meta-learning differentiable-programming meta-rl meta-reinforcement-learning implicit-differentiation differentiable-optimization

Updated Jun 2, 2025
Python

zyushun / Adam-mini

Code for Adam-mini: Use Fewer Learning Rates To Gain More https://arxiv.org/abs/2406.16793

deep-learning optimizer large-language-models

Updated May 13, 2025
Python

clovaai / AdamP

AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights (ICLR 2021)

machine-learning deep-learning optimizer pytorch optimizer-algorithms iclr2021

Updated Jan 13, 2021
Python

sony / model_optimization

Model Compression Toolkit (MCT) is an open source project for neural network model optimization under efficient, constrained hardware. This project provides researchers, developers, and engineers advanced quantization and compression tools for deploying state-of-the-art neural networks.

machine-learning deep-neural-networks deep-learning neural-network tensorflow optimizer pytorch quantization qat network-quantization network-compression edge-ai ptq

Updated Jun 18, 2025
Python

kyegomez / Sophia

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

deep-learning neural-network optimizer artificial-intelligence multi-modality chatgpt

Updated Jun 4, 2024
Python

alphadl / lookahead.pytorch

lookahead optimizer (Lookahead Optimizer: k steps forward, 1 step back) for pytorch

optimizer pytorch lookahead

Updated Aug 9, 2019
Python

kozistr / pytorch_optimizer

optimizer & lr scheduler & loss function collections in PyTorch

Updated Jun 12, 2025
Python

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