Server alternatives for AI agents.

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

Tensors and Dynamic neural networks in Python with strong GPU acceleration

A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point (FP8 and FP4) precision on Hopper, Ada and Blackwell GPUs, to provide better performance with lower memory utilization in both training and inference.

On-device AI across mobile, embedded and edge for PyTorch

The fastai deep learning library

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

Deep Learning for humans

Run, manage, and scale AI workloads on any AI infrastructure. Use one system to access & manage all AI compute (Kubernetes, Slurm, 20+ clouds, on-prem).

Open Machine Learning Compiler Framework

A python library for user-friendly forecasting and anomaly detection on time series.

🐍 Geometric Computer Vision Library for Spatial AI

Ultralytics YOLOv3 in PyTorch > ONNX > CoreML > TFLite

Deep universal probabilistic programming with Python and PyTorch

ModelScope: bring the notion of Model-as-a-Service to life.

TensorFlow-based neural network library

Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages