TroyDoesAI/Mermaid-Llama-3-8B

Overview

TroyDoesAI/Mermaid-Llama-3-8B is an 8 billion parameter Llama 3-based model specialized in generating Mermaid Diagram Flow Charts. It is uniquely designed to interpret Python code and narrative inputs, transforming them into visual flow maps. The model was trained on a diverse dataset, including 800 hand-curated Mermaid Graph examples derived from 478 complete Python programs, demonstrating emergent properties in story-to-flow map translations.

Key Capabilities

• Code Understanding: Generates clear and accurate Mermaid Diagram Flow Charts from Python code, visualizing code logic.
• Storytelling: Converts narrative inputs into captivating Mermaid Diagrams, mapping character interactions and plot developments.
• Performance: Reportedly surpasses GPT-4 in generating well-organized Mermaid Diagrams.
• RAG Enhancement: Can create condensed knowledge graphs for Retrieval-Augmented Generation (RAG) systems, improving contextual retrieval.

Good For

• Code Documentation: Automatically generating visual flow charts for Python code.
• Storyboarding: Creating visually appealing diagrams for storytelling and narrative planning.
• Project Planning: Developing visual project flow maps for enhanced team communication.
• Learning Python: Aiding students in visually understanding Python code structures.
• Game Design: Visualizing game storylines to ensure coherent narrative structure.

This model is intended as an auto-complete model for diagram generation, not for general chat interactions, as its conversational layers have been pruned and replaced.