Gemma 4
This Hugging Face Space, created by Google, helps users understand and manage token usage for vision models. Users upload an image or select a sample, then the tool creates resized versions that fit preset token budgets (70, 140, 280, 560, 1120 tokens). It displays the new dimensions and preserves the original aspect ratio.
FreeWeb
Overview
4 featuresIn the AI & ML space, Gemma 4 takes a focused approach. It focuses on optimizing images to fit within specific token budgets for vision-language models without losing important visual information. It is built as a consumer product for AI developers and researchers. Gemma 4 is free to use. Gemma 4 is available on the web.
Behind Gemma 4 is Google, and it first shipped in 2025. Among its 4 catalogued features are Image Resizing, Token Budget Presets, and Aspect Ratio Preservation.
Summary written by a language model from the project’s public pages.
- Image Resizing
- Token Budget Presets
- Aspect Ratio Preservation
- Dimension Calculator
Tags
vision-token-budgetimage-resizingtoken-optimizationgemma-vision
AI capabilities
Image
Inference: Cloud API
Built with & integrations
Hosting
AWS
AI providers
local_oss
Runs on
Browser
Detected from
- AWS
- x-amz-cf-id header · x-amz-cf-pop header · via header
- local_oss
- huggingface in the HTML
Trust & compliance
Verified signals
HTTPSFree tier
Indexing history
1What PulseGate has recorded for this listing
- Indexed30 Jul · 21:58 UTCgoogle/gemma4_vision_token_budget verified against its public sourceSource: PulseGate · Open
Frequently asked questions about Gemma 4
- What does Gemma 4 do?
- Gemma 4 focuses on optimizing images to fit within specific token budgets for vision-language models without losing important visual information. It is catalogued under AI & ML on PulseGate.
- Who should use Gemma 4?
- Gemma 4 is a consumer product built for AI developers and researchers.
- Does Gemma 4 have a free plan?
- Yes — Gemma 4 is free to use.
- What platforms does Gemma 4 run on?
- Gemma 4 runs on the web.
- Is Gemma 4 still active?
- Unverified. Gemma 4 has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.
- What projects are similar to Gemma 4?
- Similar projects tracked by PulseGate include Gemma 4 12B, Gemma 4 E4B It Qat W4a16 Ct, and Gemma 4 12B IT.Gemma 4 12BGemma 4 E4B It Qat W4a16 CtGemma 4 12B IT
- Who develops Gemma 4?
- Gemma 4 is developed by Google.
- When did Gemma 4 launch?
- Gemma 4 first shipped in 2025.
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