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gemma-3-4b-cyber-gothic
simpdatasush/gemma-3-4b-cyber-gothic
gemma-3-4b-cyber-gothic is a machine learning model from simpdatasush. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
This model is a fine-tuned version of google/gemma-3-4b-it designed to transform simple text prompts into highly detailed Cyber-Gothic descriptions.
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Public
Updated Dec 26, 2025
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At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Dec 26, 2025
- Updated
- Dec 26, 2025
- SHA
- 04c87738
Base models
Model card
From the Hugging Face model README
🕸️ Gemma 3 4B - Cyber-Gothic Prompt Refiner
This model is a fine-tuned version of google/gemma-3-4b-it designed to transform simple text prompts into highly detailed Cyber-Gothic descriptions.
Model Description
- Architecture: Gemma 3 (4B Parameters)
- Fine-tuning Method: LoRA (Low-Rank Adaptation)
- Optimization: Trained using Unsloth for 2x faster performance and reduced VRAM.
- Style: Gothic, Industrial, Neon-noir, Victorian-Futurism.
Intended Use
- Primary Task: Prompt refinement for AI art generators (Midjourney, Stable Diffusion).
- Creative Writing: Building dark, atmospheric world descriptions.
How to Use
from transformers import AutoTokenizer, AutoModelForCausalLM
model_id = "simpdatasush/gemma-3-4b-cyber-gothic"
tokenizer = AutoTokenizer.from_pretrained(model_id)
model = AutoModelForCausalLM.from_pretrained(model_id)
prompt = "rainy street"
# The model will refine this into a gothic masterpiece...
- License
- apache-2.0
- Languages
- en
- Created
- Dec 26, 2025
- Updated
- Dec 26, 2025