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Gradio AI Interface

AI Platform & Data Gradio 6.30.0 Hardened AMI

Gradio 6.30.0 on Ubuntu 24.04 serves a local sentiment model through an authenticated page and a queue API. Predictions are stored in SQLite, and a separate reader recomputes the probabilities from the original training data. The supplied starter does not download a model and does not call a model provider.

Get started View on AWS Marketplace
AMI release
0.1.2 (Gradio 6.30.0)
Recommended
t3.large
Storage
32 GiB+ encrypted gp3
Access
Session Manager or SSH
Released
Oct 27, 2026
Delivery
Amazon Machine Image in your own AWS account

Authenticated Gradio UI and queue API for a local synthetic sentiment model, without provider keys or model downloads.

SQLite prediction IDs, JSON results and an independent reader that recomputes probabilities from original training data.

Launch-created credentials, nonroot automatic services and loopback access through a Session Manager or SSH tunnel.

Quick start

Full guide →
  1. Subscribe
  2. Launch the instance
  3. Connect
  4. Open the interface
  5. Sign in
  6. Predict and check the result

What is on the image

This guide matches Marketplace package 0.1.2 (Gradio 6.30.0). Check the listing for the version currently on offer.

  • Gradio 6.30.0, started by sushi-gradio.service as a non-root user.
  • A local synthetic sentiment model. Input is limited to 512 characters and 64 English words, and it must include a word from the original examples.
  • A sign-in account created on first boot at /home/ubuntu/.config/sushi-gradio/access.json, mode 0600.
  • SQLite predictions in /var/lib/gradio/predictions.sqlite3.
  • A helper, sushi-gradio, and a walkthrough at /opt/sushi/docs/demo.sh.
  • Image notes at /opt/sushi/docs/README.md.

The page listens on loopback port 7860. You open it as http://127.0.0.1:7860 through a Session Manager port forward.

t3.large (8 GiB of memory), x86_64, with an encrypted gp3 root volume of at least 32 GiB and IMDSv2. Attach an instance profile that can use Session Manager. Allow the outbound access Session Manager needs. No inbound application rule is required. The local starter does not call a provider.

Billing

The listing states a software rate of USD 0.03 per running instance-hour. Confirm the offer before you subscribe. EC2, EBS, and data transfer are billed separately. The supplied local starter has no model-provider usage charge.

Tutorial

Watch on YouTube.

Where to go next

Upstream project

This is a repackaged open source product. Additional charges apply for independent AMI packaging, maintenance, and setup documentation. Software Sushi does not claim upstream or AWS endorsement. Original software and dependencies retain their own licenses.

The Gradio documentation describes the upstream project. This image runs one local sentiment starter, not an arbitrary Gradio app. The offer uses the AWS Marketplace Standard EULA.

Last updated October 27, 2026 · Suggest an improvement