RBLX Scripter AI

Model Description

The RBLX Scripter AI is a language model designed to assist developers in creating scripts for Roblox games. It generates code snippets, automates repetitive tasks, and provides suggestions for game mechanics, helping users streamline their game development process.

Intended Use

This model is intended for:

Generating Roblox Lua scripts based on user prompts.
Assisting developers in learning scripting techniques.
Providing code snippets and examples for common game development tasks.

Limitations and Risks

Quality of Output: The generated scripts may not always be error-free or optimized. Users should review and test the code before implementation.
Bias: The model may reflect biases present in the training data. Care should be taken to ensure that generated content is appropriate and inclusive.
Security: Users should be cautious of security vulnerabilities in the generated code, as the model may not account for best practices in coding.

Ethical Considerations

User Responsibility: Users are responsible for ensuring that the generated scripts comply with Roblox's terms of service and community guidelines.
Potential Misuse: The model should not be used to create harmful or malicious scripts. Developers should use the AI responsibly and ethically.

Model Details

Architecture: The model is based on the GPT-2 architecture, which is suitable for natural language processing tasks, including code generation.
Training Data: The model was trained on a diverse dataset of Roblox scripts and related programming resources, ensuring a broad understanding of game development concepts.
Training Procedure: The model was fine-tuned for 3 epochs with a batch size of 4, using a learning rate of 2e-5.
Performance: Initial evaluations indicate that the model can generate coherent and contextually relevant scripts, but users should verify outputs for accuracy.

Usage Instructions

To use the RBLX Scripter AI, follow these steps:

Install the required libraries:
```
pip install transformers torch
```