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Gpt2 650k Stable Diffusion Prompt Generator GGUF

Developed by tensorblock
A GPT-2-based Stable Diffusion prompt generation model specifically designed for generating artistic creation-related prompt texts.
Downloads 158
Release Time : 11/15/2024

Model Overview

This model is an optimized GPT-2 model specifically designed to create high-quality prompts for the Stable Diffusion image generation system. It is trained on 650k Stable Diffusion prompts and can generate detailed, creative artistic descriptions.

Model Features

Optimized Prompt Generation
Specially optimized for the Stable Diffusion system to generate more effective artistic creation prompts
Multiple Quantized Versions
Offers 12 different quantization levels from Q2_K to Q8_0 to meet various hardware requirements
Artistic Creation-Oriented
Training data sourced from artistic communities, generating more artistic and creative prompts

Model Capabilities

Artistic Prompt Generation
Creative Text Generation
Image Description Expansion

Use Cases

Digital Art Creation
Generate Urban Landscape Prompts
Generate detailed Stable Diffusion prompts for urban landscape images
E.g., 'Tokyo cityscape, sunset, neon lights, cyberpunk style'
Character Design Prompts
Generate detailed descriptive prompts for character design
E.g., '1 girl, blue eyes, black hair, gothic-style clothing'
Concept Art Creation
Fantasy Creature Design
Generate descriptive prompts for fantasy creatures
E.g., 'A flame soul-devouring demon, red skin, sharp horns, burning eyes'
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