Duplicate from Tesslate/UIGEN-T3-14B-Preview-Q8_0-GGUF

Co-authored-by: Qingyun Li <qingy2024@users.noreply.huggingface.co>

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README.md

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+---
+base_model:
+- Tesslate/UIGEN-T3-14B-Preview
+tags:
+- text-generation-inference
+- transformers
+- qwen3
+- ui-generation
+- tailwind-css
+- html
+language:
+- en
+---
+
+# UIGEN-T3 — Advanced UI Generation with Hybrid Reasoning
+
+> Tesslate’s next-gen UI model, built for thoughtful design.
+
+---
+
+<img src="https://cdn-uploads.huggingface.co/production/uploads/64d1129297ca59bcf7458d07/fqZE717ubrgSpAOHeMEeQ.png" alt="UIGEN-T3 UI Screenshot 1" width="500">
+<img src="https://cdn-uploads.huggingface.co/production/uploads/64d1129297ca59bcf7458d07/N5gfKRD-j9JAeMoGy7O3K.png" alt="UIGEN-T3 UI Screenshot 2" width="500">
+<img src="https://cdn-uploads.huggingface.co/production/uploads/64d1129297ca59bcf7458d07/PDGXycDkVsxFRxqHc6TKD.png" alt="UIGEN-T3 UI Screenshot 2" width="500">
+<img src="https://cdn-uploads.huggingface.co/production/uploads/64d1129297ca59bcf7458d07/Q4CHYYcDAN60NFjIPVQnH.png" alt="UIGEN-T3 UI Screenshot 3" width="500">
+<img src="https://cdn-uploads.huggingface.co/production/uploads/64d1129297ca59bcf7458d07/ePZoCA8lS4Y1KdkchrTlQ.png" alt="UIGEN-T3 UI Screenshot 4" width="500">
+<img src="https://cdn-uploads.huggingface.co/production/uploads/64d1129297ca59bcf7458d07/BU-Pk2moNsTOGuYF1XuRx.png" alt="UIGEN-T3 UI Screenshot 5" width="500">
+<img src="https://cdn-uploads.huggingface.co/production/uploads/64d1129297ca59bcf7458d07/gz5ub0lDpS-hhw1MB7e07.png" alt="UIGEN-T3 UI Screenshot 6" width="500">
+
+## Demos
+
+Explore 39+ UI generations:
+📂 [https://uigenoutput.pages.dev/response_39](https://uigenoutput.pages.dev/response_39)
+*(Just change the end number from 1–39 to see more examples!)*
+
+---
+
+**Join our Discord:** [https://discord.gg/GNbWAeJ4](https://discord.gg/GNbWAeJ4)
+**Our Website:** [https://tesslate.com](https://tesslate.com)
+
+## Quick Information
+
+*   **UI generation model** built on **Qwen3 architecture**
+*   Supports both **components** and **full web pages**
+*   **Hybrid reasoning system**: Use `/think` or `/no_think` modes
+*   Powered by **UIGenEval**, a first-of-its-kind benchmark for UI generation
+*   Released for **research, non-commercial use.** If you want to use it commercially, please contact us for a pilot program.
+
+---
+
+## Model Details
+
+*   **Base Model**: Qwen/Qwen3-14B
+*   **Reasoning Style**: Hybrid (`/think` and `/no_think`)
+*   **Tokenizer**: Qwen default, with design token headers
+*   **Output**: Components + Full pages (with `<html>`, `<head>`)
+*   **Images**: User-supplied or placehold.co – no images in the dataset due to licensing concerns.
+*   **License**: Research only (non-commercial). Contact us for enterprise use cases.
+
+---
+
+## Reasoning System
+
+UIGEN-T3 was trained using a **pre/post reasoning model architecture**.
+
+You can explicitly control the reasoning mode:
+
+*   `/think` → Enables guided reasoning with layout analysis and heuristics.
+*   `/no_think` → Faster, raw code generation.
+
+Outputs also include **design tokens** at the top of each generation for easier site-wide customization.
+
+---
+
+## Inference Parameters
+
+Please use 20k context length to get the best results if using reasoning.
+
+| Parameter   | Value |
+| :---------- | :---- |
+| Temperature | 0.6   |
+| Top P       | 0.95  |
+| Top K       | 20    |
+| Max Tokens  | 40k+  |
+
+---
+
+## Evaluation: UIGenEval Framework
+
+**UIGenEval** is our internal evaluation suite, designed to **bridge the gap** between creative output and quality assurance.
+*(Learn more in our upcoming paper: "UIGenEval: Bridging the Evaluation Gap in AI-Driven UI Generation" - August, 2025)*
+
+UIGenEval evaluates models across four pillars:
+
+1.  **Technical Quality** — Clean HTML, CSS structure, semantic accuracy.
+2.  **Prompt Adherence** — Feature completeness and fidelity to instructions.
+3.  **Interaction Behavior** — Dynamic logic hooks and functional interactivity.
+4.  **Responsive Design** — Multi-viewport performance via Lighthouse, Axe-core, and custom scripts.
+
+This comprehensive framework directly informs our **GRPO reward functions** for the next release.
+
+---
+
+## Example Prompts to Try
+
+*   `make a google drive clone`
+*   `build a figma-style canvas with toolbar`
+*   `create a modern pricing page with three plans`
+*   `generate a mobile-first recipe sharing app layout`
+
+---
+
+## Use Cases
+
+| Use Case                | Description                                                                 |
+| :---------------------- | :-------------------------------------------------------------------------- |
+| **Startup MVPs**        | Quickly scaffold UIs from scratch with clean code.                          |
+| **Design-to-Code Transfer** | Figma (coming soon) → Code generation.                                      |
+| **Component Libraries** | Build buttons, cards, navbars, and export at scale.                         |
+| **Internal Tool Builders** | Create admin panels, dashboards, and layout templates.                      |
+| **Rapid Client Prototypes** | Save time on mockups with production-ready HTML+Tailwind outputs.           |
+
+---
+
+## Limitations
+
+*   No Bootstrap support (planned).
+*   Not suited for production use — **research-only license**.
+*   Responsive tuning varies across output complexity.
+
+---
+
+## Roadmap
+
+| Milestone                   | Status |
+| :-------------------------- | :----- |
+| Launch Tesslate Designer    | 2 days |
+| Figma convert               |        |
+| Bootstrap & JS logic        |        |
+| GRPO fine-tuning            |        |
+| 4B draft model release      | Now    |
+
+---
+
+## Technical Requirements
+
+*   **GPU**: ≥16GB VRAM for 14B inference on GGUF.
+*   **Libraries**: `transformers`, `torch`, `peft`.
+*   Compatible with Hugging Face inference APIs and local generation pipelines.
+
+---
+
+## Community & Contribution
+
+*   **Join our Discord:** [https://discord.gg/GNbWAeJ4](https://discord.gg/GNbWAeJ4)
+*   Chat about AI, design, or model training.
+*   Want to contribute UIs or feedback? Let’s talk!
+
+---
+
+## Citation
+
+```bibtex
+@misc{tesslate_UIGEN-T3,
+  title={UIGEN-T3: Hybrid Reasoning for Robust UI Generation on Qwen3},
+  author={Tesslate Team},
+  year={2025},
+  publisher={Tesslate},
+  note={Non-commercial Research License},
+  url={https://huggingface.co/tesslate/UIGEN-T3}
+}

uigen-t3-preview-14b-q8_0.gguf

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