PaliGemma 2

PaliGemma 2

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About

Command A Vision is Cohere’s multimodal AI solution built for enterprise use that combines image understanding with language capabilities to drive business outcomes while keeping compute costs low; it extends the Command family by adding vision comprehension, allowing organizations to interpret and act on visual content in concert with text, and integrates into workplace systems to surface insights, boost productivity, and enable more intelligent search and discovery. The offering is positioned alongside Cohere’s broader AI stack and emphasizes putting AI to work in real-world workflows, helping teams unify multimodal signals, extract actionable meaning from images and associated metadata, and surface relevant business intelligence without excessive infrastructure overhead. Command A Vision excels at understanding and analyzing a wide range of visual and multilingual data, including charts, graphs, tables, and diagrams.

About

PaliGemma 2, the next evolution in tunable vision-language models, builds upon the performant Gemma 2 models, adding the power of vision and making it easier than ever to fine-tune for exceptional performance. With PaliGemma 2, these models can see, understand, and interact with visual input, opening up a world of new possibilities. It offers scalable performance with multiple model sizes (3B, 10B, 28B parameters) and resolutions (224px, 448px, 896px). PaliGemma 2 generates detailed, contextually relevant captions for images, going beyond simple object identification to describe actions, emotions, and the overall narrative of the scene. Our research demonstrates leading performance in chemical formula recognition, music score recognition, spatial reasoning, and chest X-ray report generation, as detailed in the technical report. Upgrading to PaliGemma 2 is a breeze for existing PaliGemma users.

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

Enterprise teams and knowledge workers needing a tool to understand and operationalize visual and textual data together for smarter insights and decision support

Audience

Medical researchers seeking a tool to automate the generation of detailed reports from chest X-rays

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

No information available.
Free Version
Free Trial

Pricing

No information available.
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:

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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

Cohere AI
Founded: 2019
Canada
cohere.com/blog/command-a-vision

Company Information

Google
Founded: 1994
United States
developers.googleblog.com/en/introducing-paligemma-2-powerful-vision-language-models-simple-fine-tuning/

Alternatives

Command A+

Command A+

Cohere AI

Alternatives

MedGemma

MedGemma

Google DeepMind
Ray2

Ray2

Luma AI
Gemma

Gemma

Google
Cohere

Cohere

Cohere AI
Gemma 3

Gemma 3

Google
Gemma

Gemma

Ceros
Falcon 2

Falcon 2

Technology Innovation Institute (TII)

Categories

Categories

Integrations

Gemma
Hugging Face
Kaggle
Keras
LLaMA-Factory
PyTorch

Integrations

Gemma
Hugging Face
Kaggle
Keras
LLaMA-Factory
PyTorch
Claim Command A Vision and update features and information
Claim Command A Vision and update features and information
Claim PaliGemma 2 and update features and information
Claim PaliGemma 2 and update features and information