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Description
RunMat is a free, open-source runtime that runs MATLAB-syntax .m files with automatic GPU acceleration. No MATLAB license needed.
Built in Rust with a JIT compiler and a fusion engine that automatically routes math operations to your GPU -- NVIDIA, AMD, Apple Silicon, or Intel. Up to 131x faster than NumPy on dense numerical workloads.
Runs on Windows, macOS, Linux, and in the browser via WebAssembly + WebGPU. Try it instantly with no install and no account. MIT licensed.
Description
WebLLM serves as a robust inference engine for language models that operates directly in web browsers, utilizing WebGPU technology to provide hardware acceleration for efficient LLM tasks without needing server support. This platform is fully compatible with the OpenAI API, which allows for smooth incorporation of features such as JSON mode, function-calling capabilities, and streaming functionalities. With native support for a variety of models, including Llama, Phi, Gemma, RedPajama, Mistral, and Qwen, WebLLM proves to be adaptable for a wide range of artificial intelligence applications. Users can easily upload and implement custom models in MLC format, tailoring WebLLM to fit particular requirements and use cases. The integration process is made simple through package managers like NPM and Yarn or via CDN, and it is enhanced by a wealth of examples and a modular architecture that allows for seamless connections with user interface elements. Additionally, the platform's ability to support streaming chat completions facilitates immediate output generation, making it ideal for dynamic applications such as chatbots and virtual assistants, further enriching user interaction. This versatility opens up new possibilities for developers looking to enhance their web applications with advanced AI capabilities.
API Access
Has API
No
API Access
Has API
Yes
Integrations
npm
Yes
Codestral
No
Dolly
No
Gemma
No
GitHub
Yes
JSON
No
Jupyter Notebook
Yes
Llama 3
No
Llama 3.1
No
Mathstral
No
Integrations
npm
Yes
Codestral
Yes
Dolly
Yes
Gemma
Yes
GitHub
No
JSON
Yes
Jupyter Notebook
No
Llama 3
Yes
Llama 3.1
Yes
Mathstral
Yes
Pricing Details
$0
Free, Open Source. MIT licensed runtime with no seat limits. Cloud plans available for collaboration and team features.
Free Trial
No
Free Version
Yes
Pricing Details
Free
Free Trial
No
Free Version
Yes
Deployment
Web-Based
Yes
On-Premises
Yes
iPhone App
No
iPad App
No
Android App
No
Windows
Yes
Mac
Yes
Linux
Yes
Chromebook
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Vendor Details
Company Name
RunMat
Founded
2022
Country
United States
Website
runmat.com
Vendor Details
Company Name
WebLLM
Website
webllm.mlc.ai/
Product Features
Computer-Aided Engineering (CAE)
CAD/CAM Compatibility
No
Finite Element Analysis
No
Fluid Dynamics
Yes
Import / Export Files
Yes
Integrated 3D Modeling
No
Manufacturing Process Simulation
Yes
Mechanical Event Simulation
Yes
Multibody Dynamics
No
Thermal Analysis
Yes
