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Average Ratings 0 Ratings
Description
EmbeddingGemma is a versatile multilingual text embedding model with 308 million parameters, designed to be lightweight yet effective, allowing it to operate seamlessly on common devices like smartphones, laptops, and tablets. This model, based on the Gemma 3 architecture, is capable of supporting more than 100 languages and can handle up to 2,000 input tokens, utilizing Matryoshka Representation Learning (MRL) for customizable embedding sizes of 768, 512, 256, or 128 dimensions, which balances speed, storage, and accuracy. With its GPU and EdgeTPU-accelerated capabilities, it can generate embeddings in a matter of milliseconds—taking under 15 ms for 256 tokens on EdgeTPU—while its quantization-aware training ensures that memory usage remains below 200 MB without sacrificing quality. Such characteristics make it especially suitable for immediate, on-device applications, including semantic search, retrieval-augmented generation (RAG), classification, clustering, and similarity detection. Whether used for personal file searches, mobile chatbot functionality, or specialized applications, its design prioritizes user privacy and efficiency. Consequently, EmbeddingGemma stands out as an optimal solution for a variety of real-time text processing needs.
Description
Introducing Gemma, your innovative AI companion designed to spark creativity and streamline your workflow. With Gemma, you can brainstorm fresh ideas, enhance current designs, and handle repetitive tasks, allowing you to concentrate on what truly inspires you.
Whether you need assistance crafting compelling headlines, engaging body text, or memorable brand names, Gemma is here to help. Additionally, Gemma can generate highly realistic images that can be easily resized and modified to suit your needs.
Available around the clock, Gemma’s user-friendly interface opens the door to a multitude of AI models and integrates seamlessly with the creative tools you already use. With a focus on learning from your input and preferences, Gemma offers unique suggestions and valuable insights that can elevate your projects.
Installing Gemma on your desktop is a breeze, enabling you to access this powerful tool across various files and applications effortlessly.
Say goodbye to the intimidating blank page, as Gemma’s cutting-edge algorithms empower your artistic pursuits and transform your visions into reality. You’ll find that collaborating with Gemma is like having a creative partner by your side, ready to explore new horizons together.
API Access
Has API
Yes
API Access
Has API
No
Integrations
Ceros
No
Flowith
No
Gemma 3
Yes
Gemma 4
Yes
LLaMA-Factory
No
Mimasa AI
Yes
Msty
No
NinjaTools.ai
No
Vertesia
No
oMLX
No
Integrations
Ceros
Yes
Flowith
Yes
Gemma 3
No
Gemma 4
No
LLaMA-Factory
Yes
Mimasa AI
No
Msty
Yes
NinjaTools.ai
Yes
Vertesia
Yes
oMLX
Yes
Pricing Details
No price information available.
Free Trial
No
Free Version
No
Pricing Details
No price information available.
Free Trial
No
Free Version
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
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
Yes
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)
Yes
In Person
Yes
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Vendor Details
Company Name
Founded
1998
Country
United States
Website
ai.google.dev/gemma/docs/embeddinggemma
Vendor Details
Company Name
Ceros
Founded
2012
Country
United States
Website
www.ceros.com/gemma/