Electrofried/Promptmaster-mistral-7b
TEXT GENERATIONConcurrency Cost:1Model Size:7BQuant:FP8Ctx Length:4kPublished:Dec 4, 2023License:apache-2.0Architecture:Transformer0.0K Open Weights Cold
Electrofried/Promptmaster-mistral-7b is a 7 billion parameter Mistral-based language model fine-tuned by Electrofried. It specializes in generating and expanding Stable Diffusion prompts, adding keywords and formatting for improved image generation. This model is specifically designed to take basic user input and transform it into detailed, expanded prompts for Stable Diffusion.
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Overview
Electrofried/Promptmaster-mistral-7b is a 7 billion parameter model built upon the Mistral architecture, specifically fine-tuned by Electrofried. Its primary function is to act as a prompt generation AI for Stable Diffusion, expanding basic user inputs into more detailed and effective prompts.
Key Capabilities
- Stable Diffusion Prompt Expansion: Takes a concise user prompt and expands it with relevant keywords and formatting suitable for Stable Diffusion. This aims to provide better output from image generation models.
- Specialized Fine-tuning: The model has been trained on a custom dataset to excel in the niche task of prompt generation for Stable Diffusion.
- Dedicated Prompt Format: Designed to work with a specific input format:
<|im_start|>system\nYou are a prompt generation AI. your task is to take a user input for a stable difusion prompt and output and expand the supplied prompt in a stable difusion format to provide better output. Do not deviate from the format. Do not output anything other than a stable diffusion prompt.<|im_end|>\n<|im_start|>user\n{input}<|im_end|>\n<|im_start|>assistant\n
Limitations and Bias
- Potential for NSFW Content: The model was trained on data that includes terms some may find offensive. It has a strong bias towards outputting nudity and other potentially explicit content, even when not explicitly prompted. Mentioning terms like 'woman' can significantly increase the likelihood of such outputs.
Good For
- Users looking to quickly generate detailed and expanded prompts for Stable Diffusion image generation.
- Developers integrating an automated prompt expansion tool into Stable Diffusion workflows.