README.md

---
tags:
- code-generation
- plantuml
- text-to-code
- text-generation
library_name: transformers
---

# SysML AI: PlantUML Code Generator

This model is a fine-tuned version of [**Base Model Name**] (e.g., GPT-2, CodeGen, etc.) that generates PlantUML code from natural language descriptions. It can be used to create sequence diagrams, class diagrams, and other PlantUML diagrams, making it a valuable tool for software engineers, system architects, and anyone who needs to visualize system designs.

## Model Description

- **Architecture:** [**Describe the base model architecture, e.g., Transformer with X layers, Y attention heads**]
- **Fine-tuning Dataset:** [**Specify the dataset used for fine-tuning, including the number of examples, source, and data format**]
- **Training Objective:** [**Describe the training objective, e.g., minimizing cross-entropy loss between predicted and actual PlantUML tokens**]
- **Evaluation Metrics:** [**List the metrics used to evaluate the model, e.g., BLEU score, ROUGE score, or other relevant code generation metrics**]

## Intended Uses & Limitations

- **Intended Use:** Generating PlantUML code from natural language descriptions to aid in system design and visualization.
- **Limitations:** 
    - May not handle complex or ambiguous descriptions accurately.
    - May require some manual editing of the generated code for optimal results.
    - Performance may vary depending on the complexity of the desired diagram.

## How to Use

**Installation:**