metadata

title: Flutter Code Generator
emoji: 💻
colorFrom: indigo
colorTo: blue
sdk: streamlit
sdk_version: 1.40.2
app_file: app.py
suggested_hardware: t4-small
pinned: false
license: mit
preload_from_hub:
  - Coyoteranger/flutter-code-generator

Flutter Code Generator - Hugging Face Space

This project leverages Transformers and Hugging Face's Spaces to generate Flutter code based on user prompts. It is designed to simplify Flutter development by providing intelligent suggestions for UI and functionality implementations.

Features

Customizable Flutter Code Generation: Enter prompts like "Create a responsive login screen" to get Dart code snippets.
Streamlit Web App: Interactive UI for generating Flutter code with adjustable parameters.
Fine-tuned Model: Trained on multiple datasets for Flutter-specific code generation.

Installation

To run the app locally, follow these steps:

Clone the Repository

git clone https://github.com/cod-e-codes/flutter-code-generator.git
cd flutter-code-generator

Install Dependencies

pip install -r requirements.txt

Run the Streamlit App

streamlit run app.py

Parameters

Adjust the following settings via the sidebar for code generation:

Temperature: Controls randomness (higher = more random outputs).
Top-p: Cumulative probability for nucleus sampling.
Max Length: Maximum tokens in output.
Repetition Penalty: Penalizes repetitive text.
Top-k: Limits the sampling pool.

Deploying to Hugging Face Spaces

Create a Hugging Face Space and select the "Streamlit" template.
Upload the code files from this repository.
Configure the environment by adding the required packages.
Deploy and access the app via your Space's URL.

Model Training

The model was fine-tuned using:

Datasets from Hugging Face such as wraps/codegen-flutter-v1, limcheekin/flutter-website-3.7, and deepklarity/top-flutter-packages.
A checkpoint from Salesforce's CodeGen model (codegen-350M-mono).

License

This project is open-source and available under the MIT License.

Built with ❤️ by Cod-e-Codes