Tesslate/UIGEN-T2-7B (GGUF Q4) - Sandlogic Lexicons

Model Overview

Model Highlights

• Architecture: Based on Qwen2.5-Coder-7B-Instruct (decoder-only transformer)
• Quantization Format: GGUF Q4
• LoRA Fine-Tuning: PEFT/LoRA (Rank 128), with checkpoints published at each training stage
• Training Dataset: 50,000 high-quality UI examples (up from 400 in the previous version)
• Code Output: Semantic HTML and utility-first Tailwind CSS
• UI-Based Reasoning: Incorporates guidance from a reasoning teacher model to ensure usability and aesthetics
• Chat Interface: Improved prompt interaction for seamless developer experience

Intended Use Cases

Recommended Applications

• Rapid UI Prototyping
  Generate clean, production-ready HTML/Tailwind code from natural language descriptions or wireframes.
• Component Generation
  Create both standard (buttons, forms, cards) and custom components based on user-defined design goals.
• Frontend Development Assistant
  Accelerate development by producing baseline layouts and component structures for web interfaces.
• Design-to-Code Exploration
  Bridge the gap between visual design and code implementation, especially helpful for non-developers or design teams.

Model Integration