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EmbeddingGemma 2 — AI News Today

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EmbeddingGemma 2 — Google DeepMind's 740M-parameter open multimodal embedding model released 6 October 2026 under Apache 2.0. Built on Gemma 4, it maps five input types (text, image, audio, video and code) into a single 768-dimensional space and is small enough to run on a phone.

huggingface.co/google/embeddinggemma-2
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28 stories about EmbeddingGemma 2

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About EmbeddingGemma 2

EmbeddingGemma 2 is an embedding model by Google. EmbeddingGemma 2 — Google DeepMind's 740M-parameter open multimodal embedding model released 6 October 2026 under Apache 2.0. Built on Gemma 4, it maps five input types (text, image, audio, video and code) into a single 768-dimensional space and is small enough to run on a phone. This page tracks 28 recent news stories about EmbeddingGemma 2, curated from 30+ sources and updated every 15 minutes.

EmbeddingGemma 2 — Coverage Momentum

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First tracked Oct 2026. Most-citing sources: Medium (5), r/LocalLLaMA (5), Towards AI (2), Marktechpost (1). Data aggregated by Best AI News Today from 30+ sources.

28 stories
2 of 4 Top Stories
Google Shrank Its Embeddings to Fit a Phone. A Day Later, Perplexity Gave Every Token Its Own.
Media

Google Shrank Its Embeddings to Fit a Phone. A Day Later, Perplexity Gave Every Token Its Own.

by Aya Mahmoud — EmbeddingGemma 2 squeezes a document into one vector as small as 128 numbers. Perplexity’s pplx-embed-v2-late stores 128 numbers for every…

Towards AI faviconTowards AI·
A field guide to running EmbeddingGemma 2 locally, and when Gemini Embedding 2 is worth the API…
Media

A field guide to running EmbeddingGemma 2 locally, and when Gemini Embedding 2 is worth the API…

by Shivanath Devinarayanan — Runtime builds, prompts, vector sizes and chunking, with numbers from my open-source 19-test benchmark

Medium faviconMedium·
Google's New Open Embedding Model Puts Multimodal Search on a Phone.
Media

Google's New Open Embedding Model Puts Multimodal Search on a Phone.

by Andy.G — On October 6, Google DeepMind released EmbeddingGemma 2: 740 million parameters, text, code, images, video and audio in one vector space…

Medium faviconMedium·
Google AI Edge Foresight: Offline AI for meeting notes on Mac
Media

Google AI Edge Foresight: Offline AI for meeting notes on Mac

Google is showcasing its new AI model called EmbeddingGemma 2 in an experimental Mac app. AI Edge Foresight listens to meetings, turns bullet points into complete notes and answers questions, with...

Notebookcheck faviconNotebookcheck·
Media

EmbeddingGemma 2 Adds Image, Video and Audio Search for On-Device Use: How It Compares With Qwen and Jina

XenoSpectrum faviconXenoSpectrum·
Media

Google Releases EmbeddingGemma 2, an On-Device AI That Handles Audio and Video, Running on 567MB of Memory

BigGo Finance faviconBigGo Finance·
RelatedGoogle
Media

A Smaller AI Model, a Bigger Media Library: The Promise of On-Device Search

Google’s EmbeddingGemma 2 points to a future where text, sound, images and video can be searched together without sending every file to a… Continue reading on Medium »

Medium · cv666 faviconMedium · cv666·
RelatedGoogle
Build Local Search for Your Data Engineering Docs with EmbeddingGemma 2
Media

Build Local Search for Your Data Engineering Docs with EmbeddingGemma 2

by Vedprakash — The answer to a pipeline problem often already exists in our documentation. Finding it is the difficult part.

DataAIChronicles faviconDataAIChronicles·
EmbeddingGemma 2 Explained: Google’s On-Device Model for Text, Image, Audio, and Video Search
Media

EmbeddingGemma 2 Explained: Google’s On-Device Model for Text, Image, Audio, and Video Search

by Sai Dheeraj Gummadi — Google DeepMind’s EmbeddingGemma 2 is an open multimodal embedding model designed to run locally on phones, laptops, and edge hardware. It…

Medium faviconMedium·
Discussions

Image-text retrieval with EmbeddingGemma 2's vision tower, running in the browser on WebGPU

EmbeddingGemma 2 came out this week. It maps images and text into one 768-dim space, so you can search photos by describing them. I ported its text and vision towers to ruNNtime, a WebGPU inference...

r/LocalLLaMA faviconr/LocalLLaMA·
Google has a new Mac app that turns your bullet points into fully fleshed-out notes
Media

Google has a new Mac app that turns your bullet points into fully fleshed-out notes

Google has launched a new AI Edge Foresight app for macOS to showcase the capabilities of its multimodal on-device EmbeddingGemma 2 model.

Android Authority faviconAndroid Authority·
RelatedGoogle
Media

Google claims EmbeddingGemma 2 outperforms rival embedding models twice its size

The Decoder faviconThe Decoder·
RelatedGoogle
Media

[Part 1/4] Dissecting the EmbeddingGemma 2 Architecture and Building a Trimodal Dataset with Gemini…

Building a 620-Species Wild Bird AI Field Guide from Audio Recordings and Photos Continue reading on Medium »

Medium · Dreamwalker(박제창) faviconMedium · Dreamwalker(박제창)·
Discussions

Open-source Mac app that runs EmbeddingGemma 2 locally to search your files by what’s in them

DigUp is a free Mac app that runs Google DeepMind’s new EmbeddingGemma 2 locally over your own files. The model puts text, images, audio and video in one space, so you describe what you remember and...

r/LocalLLaMA faviconr/LocalLLaMA·
EmbeddingGemma 2: Multimodal Search for the Cost of a Text Model
Media

EmbeddingGemma 2: Multimodal Search for the Cost of a Text Model

by Srikanth Dongala — Search across text, photos and audio has usually meant three systems glued together. One model embeds text. A second model, usually…

Medium faviconMedium·
EmbeddingGemma 2 Just Dropped: Text, Image, Video Search in 740M
Media

EmbeddingGemma 2 Just Dropped: Text, Image, Video Search in 740M

by Ray Hu — One model, one vector space, five Python scripts you can run today.

Generative AI faviconGenerative AI·
What is EmbeddingGemma 2? Why Your Photos, Voice Notes and Code Can Finally Share One Search Box
Media

What is EmbeddingGemma 2? Why Your Photos, Voice Notes and Code Can Finally Share One Search Box

by Levent Bulusan — Google’s new 740M open model puts text, images, video and audio in the same vector space, on a phone. Here’s what it replaces, how to use…

Medium faviconMedium·
RelatedGoogle
Discussions

EmbeddingGemma 2 is a best-in-class open model for natively multimodal embeddings

r/LocalLLaMA faviconr/LocalLLaMA·

Frequently Asked Questions

What is EmbeddingGemma 2?

EmbeddingGemma 2 is EmbeddingGemma 2 — Google DeepMind's 740M-parameter open multimodal embedding model released 6 October 2026 under Apache 2.0. Built on Gemma 4, it maps five input types (text, image, audio, video and code) into a single 768-dimensional space and is small enough to run on a phone.

Where can I access EmbeddingGemma 2?

EmbeddingGemma 2 is available at https://huggingface.co/google/embeddinggemma-2. It's developed by Google.

What is the latest news about EmbeddingGemma 2?

As of today, there are 28 recent stories about EmbeddingGemma 2. Recent headlines include: Google Shrank Its Embeddings to Fit a Phone. A Day Later, Perplexity Gave Every Token Its Own.; A Smaller AI Model, a Bigger Media Library: The Promise of On-Device Search; [Part 1/4] Dissecting the EmbeddingGemma 2 Architecture and Building a Trimodal Dataset with Gemini…. Updated every 15 minutes.

What other Embedding AI models are there?

EmbeddingGemma 2 is part of the Embedding model category. Browse all comparable AI embedding models with live news mentions and benchmarks.