Pytorch Python Packages

huggingface-hub

The official Python client for the Hugging Face Hub.

transformers

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

datasets

🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools

onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

ray

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

wandb

The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

thinc

🔮 A refreshing functional take on deep learning, compatible with your favorite libraries

einops

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

sagemaker

A library for training and deploying machine learning models on Amazon SageMaker

keras

Deep Learning for humans

onnx

Open standard for machine learning interoperability

timm

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

torchmetrics

Machine learning metrics for distributed, scalable PyTorch applications.

torchaudio

Data manipulation and transformation for audio signal processing, powered by PyTorch

pytorch-lightning

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

ultralytics

Ultralytics YOLO 🚀

sagemaker-core

A library for training and deploying machine learning models on Amazon SageMaker

vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.

lightning

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

bitsandbytes

Accessible large language models via k-bit quantization for PyTorch.

tensorboardx

tensorboard for pytorch (and chainer, mxnet, numpy, ...)

flashinfer-python

FlashInfer: Kernel Library for LLM Serving