Situus/STARK-WEB-12B-v1.7

TEXT GENERATIONConcurrent Unit Cost:1Model Size:12BQuant:FP8Context Size:32kTool Calling:SupportedPublished:Jun 23, 2026License:apache-2.0Architecture:Transformer0.0K Open Weights Featherless Exclusive Cold

Situus/STARK-WEB-12B-v1.7 is a 12 billion parameter model fine-tuned on the Gemma 4 architecture, specifically engineered to function as a premium AI UI/UX designer and frontend developer. It utilizes a custom 9-step Chain-of-Thought (CoT) reasoning process to conceptualize and plan web interfaces before generating code. This model excels at creating visually rich web applications with fluid transitions, advanced HSL color dynamics, and robust logic, making it ideal for single-file dashboards, canvas games, and responsive tools.

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Overview: STARK-WEB-12B v1.7

STARK-WEB-12B v1.7 is an advanced, highly specialized model developed by Situus, fine-tuned on the Gemma 4 12B architecture. It is engineered to act as a premium AI UI/UX designer and frontend developer, bridging the gap between raw code generation and artistic web design. The model was trained on a heavily curated dataset of approximately 16 million tokens, focusing on complex web application and game logic to reduce overfitting and improve logical coherence.

Key Capabilities & Features

  • Specialized Web Design: Generates visually rich interfaces with fluid transitions, advanced HSL color dynamics, and glassmorphism.
  • Structured Chain-of-Thought (CoT): Employs a strict 9-step algorithmic reasoning process to plan physics, map color variables, and design grid architectures before code generation, minimizing logical errors.
  • Targeted Outputs: Excels at creating single-file dashboards, canvas games, responsive tools, and fluid animations.
  • Bilingual Comprehension: Supports approximately 90% English and 10% Polish.

Limitations & Considerations

  • Code Errors: May still produce logical errors or typos requiring user review and correction.
  • IDE Incompatibility: Currently not natively compatible with standard IDE plugins or OpenCode ecosystems due to custom reasoning tags (<|channel>thought).

When to Use This Model

This model is best suited for developers and designers looking to rapidly prototype complex, visually appealing web interfaces and applications. Its unique CoT process makes it particularly effective for tasks requiring detailed planning and artistic considerations in web development.

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