18.3
Paperspace Gradient is a machine learning platform for developing, tracking, and collaborating on models.
Free planOpen sourceWebAPIExtension
Alternatives to DeepSpeed
27.8
Apache TVM is a machine learning compilation framework that converts pre-trained models into modules for deployment.
Free planOpen sourceAndroidiOSWeb
37.8
Lightning AI Studios is a persistent GPU cloud workspace for training models, running inference, building agents and AI apps, and coding collaboratively.
Free planWebAPILinux
- 4
ONNX Runtime
ONNX Runtime is a free, cross-platform engine for machine-learning inference and training within existing technology stacks.
Free planAndroidiOSWebLinux7.2Free plan - 5
Ludwig
Ludwig is a free, open-source framework for building, fine-tuning, and deploying custom deep learning models.
Free planAPILinuxmacOSSelf-hosted6.7Free plan - 6
MegEngine
MegEngine is a free, open-source deep learning framework for developing and deploying models, with automatic differentiation and local training.
Free planAndroidiOSLinuxmacOS6.7Free plan - 7
TensorFlow
TensorFlow is a free, open-source platform for building machine learning models and deploying them across different environments.
Free planAndroidiOSWebAPI6.7Free plan - 8
NVIDIA Triton Inference Server
NVIDIA Triton Inference Server, part of Dynamo-Triton, is open-source software for deploying and running AI models on GPU- or CPU-based infrastructure.
Free planAPILinuxSelf-hostedWindows6.6From $4,500 a year - 9
Deeplearning4j
Free planAPILinuxmacOSSelf-hosted6.4Free plan - 10
fastai
fastai is a free Python library designed to simplify training fast and accurate neural networks using modern practices.
Free planWebLinuxmacOSSelf-hosted6.4Free plan - 11
tinygrad
tinygrad is a deep learning stack for neural network training, combining a tensor library, compiler, just-in-time compilation, and training tools.
Free planWebLinuxmacOSSelf-hosted6.4Free plan - 12
JAX
JAX is a free Python library for accelerator-oriented array computation and program transformation, designed for numerical computing and large-scale machine learning.
Free planLinuxmacOSSelf-hostedWindows6.3Free plan - 13
PyTorch
PyTorch is an end-to-end machine learning framework for experimentation and production.
AndroidiOSAPILinux6.3 - 14
MLX
MLX is a free array framework for machine learning research, designed for Apple silicon and its unified memory architecture.
Free planiOSLinuxmacOS6.2Free plan - 15
OpenVINO
OpenVINO is a free, open-source toolkit for accelerating AI inference, reducing model footprint, and making more efficient use of hardware.
Free planWebLinuxmacOSWindows6.2Free plan - 16
Apache SINGA
Apache SINGA is a distributed deep-learning library for training deep-learning and machine-learning models.
Free planLinuxmacOSSelf-hostedWindows6.1Free plan - 17
NVIDIA TensorRT
NVIDIA TensorRT is an ecosystem of inference compilers, runtimes, and model optimization tools for deep learning inference on NVIDIA GPUs.
Free planLinuxSelf-hostedWindows6.1Free plan - 18
Caffe
Free planLinuxmacOSSelf-hostedWindows6.0Free plan - 19
Horovod
Horovod is a free, open-source framework for distributed deep-learning training with TensorFlow, Keras, PyTorch and Apache MXNet.
Free planAPILinuxmacOSSelf-hosted6.0Free plan - 20
Ray Train
Ray Train distributes model-training compute among worker processes in a Ray cluster.
Free planLinuxmacOSSelf-hostedWindows6.0Free plan - 21
Valohai
Valohai is an MLOps platform for orchestrating machine-learning workflows and managing compute, datasets, and pipelines.
WebAPILinuxSelf-hosted6.0 - 22
NVIDIA cuDNN
NVIDIA cuDNN is a free GPU-accelerated library of primitives for deep neural networks, listed as free under the NVIDIA Software License Agreement.
Free planLinuxSelf-hostedWindows5.9Free plan - 23
NVIDIA TAO Toolkit
Free planLinuxSelf-hosted5.9Free plan - 24
PaddlePaddle
APILinuxmacOSSelf-hosted5.9 - 25
Kubeflow Trainer
Free planAPILinuxSelf-hosted5.8Free plan - 26
Chainer
APILinuxmacOSSelf-hosted5.7 - 27
Keras
Keras is a free Python deep learning API for developing models with concise, readable code.
LinuxmacOSWindows5.7 - 28
MindSpore
LinuxmacOSSelf-hostedWindows5.6 - 29
Tarantella
LinuxSelf-hosted5.5 - 30
Azure Machine Learning
Azure Machine Learning is a web-based service for machine-learning workflows.
Web5.3