PaliGemma 2

PaliGemma 2

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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.

About

oMLX is a macOS-native MLX server designed to make local AI faster and more practical on Apple Silicon. Built for the way coding agents actually work, it uses paged SSD KV caching to persist cache blocks to disk, allowing previously seen prefixes to be restored across requests and server restarts instead of being recomputed from scratch. This can reduce time to first token on long contexts from 30–90 seconds to under five seconds after the first turn. Continuous batching handles concurrent requests through mlx-lm’s BatchGenerator, improving generation throughput without forcing requests to wait behind a single job. oMLX can serve LLMs, vision-language models, embedding models, and rerankers simultaneously, using LRU eviction when memory runs low. It supports any MLX-format model from Hugging Face, including Qwen, LLaMA, Mistral, Gemma, DeepSeek, MiniMax, and GLM, and can reuse models already stored in the standard Hugging Face cache, LM Studio folders, or custom directories.

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

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

Audience

Developers and AI power users needing to run fast local LLM inference and agentic coding workflows on Apple Silicon

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

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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

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

Company Information

oMLX
United States
omlx.ai/

Alternatives

MedGemma

MedGemma

Google DeepMind

Alternatives

Photon

Photon

Moondream
Gemma

Gemma

Google
Run BiOS

Run BiOS

UltraSafe AI Inc.
Gemma 3

Gemma 3

Google
BaseRT

BaseRT

Base Compute
Gemma

Gemma

Ceros
Macyou

Macyou

Macyou LLC
Falcon 2

Falcon 2

Technology Innovation Institute (TII)

Categories

Categories

Integrations

Gemma
Hugging Face
Claude Code
Cursor
DeepSeek
GLM-4.1V
Gemma
GitHub
JSON
Kaggle
Keras
LLaMA-Factory
LM Studio
Llama
Mistral AI
Model Context Protocol (MCP)
OpenClaw
PyTorch
Python
Qwen

Integrations

Gemma
Hugging Face
Claude Code
Cursor
DeepSeek
GLM-4.1V
Gemma
GitHub
JSON
Kaggle
Keras
LLaMA-Factory
LM Studio
Llama
Mistral AI
Model Context Protocol (MCP)
OpenClaw
PyTorch
Python
Qwen
Claim PaliGemma 2 and update features and information
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