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About

Foundation models such as GPT-4 have driven rapid improvement in AI. However, the most powerful models are closed commercial models or only partially open. RedPajama is a project to create a set of leading, fully open-source models. Today, we are excited to announce the completion of the first step of this project: the reproduction of the LLaMA training dataset of over 1.2 trillion tokens. The most capable foundation models today are closed behind commercial APIs, which limits research, customization, and their use with sensitive data. Fully open-source models hold the promise of removing these limitations, if the open community can close the quality gap between open and closed models. Recently, there has been much progress along this front. In many ways, AI is having its Linux moment. Stable Diffusion showed that open-source can not only rival the quality of commercial offerings like DALL-E but can also lead to incredible creativity from broad participation by communities.

About

WebLLM is a high-performance, in-browser language model inference engine that leverages WebGPU for hardware acceleration, enabling powerful LLM operations directly within web browsers without server-side processing. It offers full OpenAI API compatibility, allowing seamless integration with functionalities such as JSON mode, function-calling, and streaming. WebLLM natively supports a range of models, including Llama, Phi, Gemma, RedPajama, Mistral, and Qwen, making it versatile for various AI tasks. Users can easily integrate and deploy custom models in MLC format, adapting WebLLM to specific needs and scenarios. The platform facilitates plug-and-play integration through package managers like NPM and Yarn, or directly via CDN, complemented by comprehensive examples and a modular design for connecting with UI components. It supports streaming chat completions for real-time output generation, enhancing interactive applications like chatbots and virtual assistants.

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

AI and LLM developers

Audience

Developers seeking a tool to implement high-performance, in-browser language model inference without relying on server-side processing

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
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

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

Review this Software

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

RedPajama
Founded: 2023
www.together.xyz/blog/redpajama

Company Information

WebLLM
webllm.mlc.ai/

Alternatives

Alpaca

Alpaca

Stanford Center for Research on Foundation Models (CRFM)

Alternatives

Dolly

Dolly

Databricks
Falcon-40B

Falcon-40B

Technology Innovation Institute (TII)
Falcon-7B

Falcon-7B

Technology Innovation Institute (TII)

Categories

Categories

Integrations

Alpaca
Codestral
Codestral Mamba
Dolly
Gemma
Llama
Llama 2
Llama 3.1
Llama 3.2
Mathstral
Mistral 7B
Mistral NeMo
Mistral Small
OpenAI
Qwen
RedPajama
Vicuna
WebLLM
Yarn
npm

Integrations

Alpaca
Codestral
Codestral Mamba
Dolly
Gemma
Llama
Llama 2
Llama 3.1
Llama 3.2
Mathstral
Mistral 7B
Mistral NeMo
Mistral Small
OpenAI
Qwen
RedPajama
Vicuna
WebLLM
Yarn
npm
Claim RedPajama and update features and information
Claim RedPajama and update features and information
Claim WebLLM and update features and information
Claim WebLLM and update features and information