---
title: Ornith 1.0 9B
emoji: 📊
colorFrom: green
colorTo: purple
sdk: gradio
sdk_version: 6.19.0
python_version: '3.13'
app_file: app.py
pinned: false
---

# Ornith-1.0-9B — gradio.Server demo

A chat Space for [`deepreinforce-ai/Ornith-1.0-9B`](https://huggingface.co/deepreinforce-ai/Ornith-1.0-9B),
a multimodal (image-text-to-text) reasoning model.

Built with [`gradio.Server`](https://www.gradio.app/guides/server-mode):
`app.py` exposes the model as a streaming `@app.api()` endpoint, while a custom
`index.html` chat UI (served at `GET /`) talks to it via the Gradio JS client.
The chain-of-thought streams into a collapsible **Reasoning** panel; the final
answer renders below it (with markdown).

- Multimodal: attach an image and ask about it, or chat with text only.
- Recommended sampling from the model card: `temperature=0.6`, `top_p=0.95`, `top_k=20`.
- `@spaces.GPU` handles ZeroGPU allocation on Spaces.

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference