A small llava model for automating the creation of precise and accessible alt text descriptions for social media.
47 Pulls Updated 3 weeks ago
Updated 3 weeks ago
3 weeks ago
3358d8ca829f · 8.0GB
Readme
Base Model: • Foundation: Derived from llava:13b
Purpose: • This model specializes in generating high-quality alt text for social media posts, particularly focusing on photographs and memes. The descriptions are designed to be concise, accessible, and ready for immediate use in alt text fields to support screen reader compatibility.
Key Features: 1. Optimized for Accessibility: • Generates precise and descriptive alt text to enhance inclusivity for visually impaired users on social media platforms. • Ensures seamless integration with screen readers through direct copy-paste functionality.
2. Content-Specific Guidelines:
• Photographs: Describes visible elements with attention to composition, layout, and notable details.
• Memes: Captures both visual and textual elements, providing necessary context.
• Text Transcription: Includes exact replication of visible text for accuracy.
3. Ethical and Efficient AI Use:
• Incorporates adult content processing with clear, professional descriptions to ensure comprehensive coverage of diverse content types.
• Adheres to strict guidelines to maintain clarity and conciseness under 1000 characters.
4. Customizable Parameters:
• Temperature: Set at 0.1 for controlled and focused outputs.
• Predict Length: Configured for up to 1024 tokens to accommodate detailed descriptions.
5. License and Attribution:
• Licensed under a derivative of the LLAMA 2 Community License Agreement.
• Custom modifications include integration with the Assisted Space platform for workflow enhancement and ethical AI practices.
• Attribution provided at Luke Steuber’s website with additional details available on the Assisted Space Hub.
Prompt Template:
The model uses a structured prompt format:
{{ .System }} USER: {{ .Prompt }} ASSISTANT:
SYSTEM Instructions: • Define the role as an Alt Text Specialist. • Outline clear rules for image description, emphasizing specificity, clarity, and accessibility. • Ensure readiness for social media alt fields without requiring further edits.
This model is tailored for organizations and individuals seeking to enhance accessibility and inclusivity on social platforms by automating the creation of precise and accessible alt text descriptions.