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ease
features
design
support

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Description

Mirai is an advanced platform tailored for developers that focuses on on-device AI infrastructure, enabling the conversion, optimization, and execution of machine learning models directly on Apple devices with a strong emphasis on performance and user privacy. This platform offers a cohesive workflow that allows teams to efficiently convert and quantize models, assess their performance, distribute them, and conduct local inference seamlessly. Specifically designed for Apple Silicon, Mirai strives to achieve near-zero latency and zero inference cost, while ensuring that sensitive data processing remains securely on the user's device. Through its comprehensive SDK and inference engine, developers can swiftly integrate AI functionalities into their applications, leveraging hardware-aware optimizations to maximize the capabilities of the GPU and Neural Engine. Additionally, Mirai features dynamic routing abilities that intelligently determine the best execution path for requests, whether that be locally on the device or utilizing cloud resources, taking into account factors such as latency, privacy, and workload demands. This flexibility not only enhances the user experience but also allows developers to create more responsive and efficient applications tailored to their users' needs.

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

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

Llama
Codestral
Codestral Mamba
DeepSeek R1
Dolly
Le Chat
Llama 2
Llama 3.1
Llama 3.3
Ministral 8B
Mistral AI
Mistral NeMo
OpenAI
Phi-3
Pixtral Large
Qwen
Qwen3
RedPajama
Vicuna
Yarn

Integrations

Llama
Codestral
Codestral Mamba
DeepSeek R1
Dolly
Le Chat
Llama 2
Llama 3.1
Llama 3.3
Ministral 8B
Mistral AI
Mistral NeMo
OpenAI
Phi-3
Pixtral Large
Qwen
Qwen3
RedPajama
Vicuna
Yarn

Pricing Details

No price information available.
Free Trial
Free Version

Pricing Details

Free
Free Trial
Free Version

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Vendor Details

Company Name

Mirai

Founded

2024

Country

United States

Website

trymirai.com

Vendor Details

Company Name

WebLLM

Website

webllm.mlc.ai/

Product Features

Product Features

Alternatives

Alternatives