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kai-os•July 2, 2026
Grug-12B
Open Source
reasoning
gemma-4
multimodal
fine-tuned
### TL;DR
Grug-12B is a fine-tuned artificial intelligence model based on the Google Gemma-4-12B-it architecture. It specializes in reasoning, conversational interaction, and multimodal image-text-to-text processing.
Key Insights & Metrics
Pricing
Free
Cost structure
Version
1.0
Current release version
Hardware
32GB+ of VRAM (like an RTX A6000 or A100) for the base model, or a standard 24GB card for an 8-bit quantized version
Compute requirements
Category
Open Source
Licensing model
Region
United States
Primary region
Key Features
- Fine-tuned based on Google Gemma-4-12B-it architecture
- Specialized in reasoning and compact-reasoning tasks
- Supports multimodal image-text-to-text input processing
- Optimized via QLoRA fine-tuning for efficiency
- Conversational design suitable for interactive applications
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