18.3
Paperspace Gradient is a machine learning platform for developing, tracking, and collaborating on models.
Free planOpen sourceWebAPIExtension
Alternatives to Apache TVM
Apache TVM compiles pre-trained models into deployable modules, giving teams a Python-customizable optimization process and composable passes, libraries, and code generation. It imports PyTorch, ONNX, and TensorFlow Lite models, targets CPUs, GPUs, and backends including Metal, ROCm, Vulkan, OpenCL, and WebAssembly, and provides a lightweight runtime for mobile devices and browsers. Cross-compilation and RPC deployment extend its reach across ARM, x86, RISC-V, embedded…
27.8
Lightning AI Studios is a persistent GPU cloud workspace for training models, running inference, building agents and AI apps, and coding collaboratively.
Free planWebAPILinux
37.2
ONNX Runtime is a free, cross-platform engine for machine-learning inference and training within existing technology stacks.
Free planAndroidiOSWeb
- 4
Ludwig
Ludwig is a free, open-source framework for building, fine-tuning, and deploying custom deep learning models.
Free planAPILinuxmacOSSelf-hosted6.7Free plan - 5
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 - 6
TensorFlow
TensorFlow is a free, open-source platform for building machine learning models and deploying them across different environments.
Free planAndroidiOSWebAPI6.7Free plan - 7
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 - 8
Deeplearning4j
Free planAPILinuxmacOSSelf-hosted6.4Free plan - 9
fastai
fastai is a free Python library designed to simplify training fast and accurate neural networks using modern practices.
Free planWebLinuxmacOSSelf-hosted6.4Free plan - 10
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 - 11
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 - 12
PyTorch
PyTorch is an end-to-end machine learning framework for experimentation and production.
AndroidiOSAPILinux6.3 - 13
MLX
MLX is a free array framework for machine learning research, designed for Apple silicon and its unified memory architecture.
Free planiOSLinuxmacOS6.2Free plan - 14
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 - 15
Apache SINGA
Apache SINGA is a distributed deep-learning library for training deep-learning and machine-learning models.
Free planLinuxmacOSSelf-hostedWindows6.1Free plan - 16
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 - 17
Caffe
Free planLinuxmacOSSelf-hostedWindows6.0Free plan - 18
DeepSpeed
DeepSpeed is an open-source library for optimizing distributed deep-learning training and inference.
Free planLinuxmacOSSelf-hosted6.0Free 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