A newer version of the Streamlit SDK is available:
1.42.0
sdk: streamlit
sdk_version: 1.41.1
emoji: 📊
colorFrom: purple
colorTo: blue
license: mit
title: Replit-code-v1-3b
Replit-code-v1-3b 📊
Model Description
Replit-code-v1-3b is a large language model developed by Replit, fine-tuned for coding tasks, particularly in Python. This model is designed to assist developers in writing, debugging, and optimizing code by understanding natural language prompts and generating context-aware solutions.
This implementation leverages Streamlit (v1.41.1) for an intuitive, interactive interface that allows developers to interact with the model in real time. The application offers syntax highlighting, detailed error explanations, and auto-suggestions tailored to coding needs.
Features • Language Support: Python, JavaScript, and other commonly used languages. • Debugging Capabilities: Provides detailed suggestions for fixing code issues. • Code Completion: Generates efficient, optimized code snippets. • Interactive Interface: Built using Streamlit for seamless user interaction.
How to Use 1. Clone the repository containing the Streamlit interface and this model’s implementation. 2. Install dependencies:
pip install -r requirements.txt
3. Run the Streamlit app:
streamlit run app.py
4. Interact with the model using natural language prompts to generate code or debug existing snippets.
SDK Details • SDK: Streamlit • SDK Version: 1.41.1 • Emoji: 📊 • Color Scheme: Purple to Blue
Example Prompts • “Write a Python script to perform a port scan.” • “Debug this code: …” • “Optimize this function for performance.”
Licensing
This project uses Cog for model serving and assumes the appropriate licensing compliance for the Replit-code-v1-3b model.
Acknowledgments • Replit: For providing the Replit-code-v1-3b model. • Streamlit: For the interactive and user-friendly development environment.