Computational Model Studio · Model release
Gemma 3n E2B IT LiteRT preview
Produces text from text or images with a Google AI Edge preview checkpoint prepared for Android deployment.
Developer: Google DeepMind · Last verified:
What it is designed to do
Generate text responses to text prompts and image-and-text questions with the published Google AI Edge preview checkpoint.
- Primary contribution
- generation transformation
- Input
- text, image
- Output
- text (generated text, visual question answer)
Documented uses: Android text chat and image-question tasks in the Google AI Edge Gallery allowlist.
Access and deployment
- Gemma 3n E2B IT LiteRT int4 task bundle — restricted. Hugging Face sign-in and acceptance of Google's Gemma usage terms are required to download the task bundle. Artifact documentation
- mobile edge: Compatible Android device with CPU or GPU accelerator and sufficient free memory for the estimated peak; about 5.91 GB estimated peak RAM; Google AI Edge Gallery allowlist configuration: 4096 maximum tokens, text chat or image question; file size is about 3.14 GB and estimated peak memory is 5,905,580,032 bytes. (publisher stated estimate) Limits: The allowlist reports an estimated peak; the card's separate Samsung S25 Ultra benchmark measures different conditions and cannot replace this estimate; The preview checkpoint supports text and vision only; audio and video are not established for this artifact; Memory may vary by Android device, runtime and workload.
Technical profile and review notes
- Construction
- learned
- Representation
- neural
- Normalized architecture tags
- No normalized architecture tag assigned
- Lifecycle
- experimental
Inclusion rationale: Adds a publisher-listed Android edge bundle with an exact artifact and configuration-specific peak-memory estimate.; Adds bounded on-device text-and-image-to-text use without borrowing broader family modalities.
Limitations
- This LiteRT preview checkpoint supports text and vision input only; the wider Gemma 3n family's audio and video capabilities must not be projected onto it.
- The Google AI Edge Gallery peak-memory figure is an estimate for its configuration, not a universal requirement; the card separately reports a measured Samsung S25 Ultra benchmark under different settings.
- The publisher labels this repository a preview, so capabilities and deployment behavior require re-verification before public release.
Sources and related Studio records
Sources
Connections
- In areaComputational Models
- Supports functionGenerate text
- Supports functionAnswer visual questions
- ArtifactGemma 3n E2B IT LiteRT int4 task bundle