DeepSpeed

DeepSpeed

Microsoft
+
+

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About

DeepSpeed is an open source deep learning optimization library for PyTorch. It's designed to reduce computing power and memory use, and to train large distributed models with better parallelism on existing computer hardware. DeepSpeed is optimized for low latency, high throughput training. DeepSpeed can train DL models with over a hundred billion parameters on the current generation of GPU clusters. It can also train up to 13 billion parameters in a single GPU. DeepSpeed is developed by Microsoft and aims to offer distributed training for large-scale models. It's built on top of PyTorch, which specializes in data parallelism.

About

ExecuTorch is PyTorch’s open source framework for deploying AI/ML models directly to edge devices, enabling text, vision, speech, recommendation, and multimodal inference without requiring the cloud. It exports models from PyTorch without intermediate conversion formats, preserves ATen operators, and uses ahead-of-time compilation to optimize performance for target hardware before deployment. Its modular design lets developers choose compile-time and runtime optimizations while staying inside the familiar PyTorch ecosystem, including torchao for quantization. A portable C++ runtime with a base footprint of about 50 KB can run on smartphones, desktops, embedded systems, microcontrollers, DSPs, and Cortex-M processors. ExecuTorch supports Android, iOS, Linux, Windows, macOS, and WebAssembly, with native APIs for C++, Swift, Kotlin, and Objective-C.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Deep learning model developers

Audience

AI developers and engineering teams that need to deploy optimized PyTorch models for on-device inference across smartphones, embedded systems, and microcontrollers

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Open source
Free Version
Free Trial

Pricing

Free
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

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Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Microsoft
Founded: 1975
United States
www.deepspeed.ai/

Company Information

ExecuTorch
United States
executorch.ai/

Alternatives

Alternatives

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Google
GPT-NeoX

GPT-NeoX

EleutherAI
AWS Neuron

AWS Neuron

Amazon Web Services

Categories

Categories

Integrations

PyTorch
Axolotl
C++
Cake AI
Comet LLM
Facebook
Instagram
Kotlin
LLaVA
Llama 3.2
Muse Glimmer
Nurix
Objective-C
OpenAI Whisper
Phi-4-mini-reasoning
Python
Qwen3
Swift
Voxtral
WhatsApp

Integrations

PyTorch
Axolotl
C++
Cake AI
Comet LLM
Facebook
Instagram
Kotlin
LLaVA
Llama 3.2
Muse Glimmer
Nurix
Objective-C
OpenAI Whisper
Phi-4-mini-reasoning
Python
Qwen3
Swift
Voxtral
WhatsApp
Claim DeepSpeed and update features and information
Claim DeepSpeed and update features and information
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Claim ExecuTorch and update features and information