FauxPilot – an attempt to build a locally hosted version of GitHub Copilot (github.com)

Article summary

FauxPilot is an open-source alternative to GitHub Copilot, a locally hosted version that uses the SalesForce CodeGen models inside NVIDIA's Triton Inference Server. It requires a Docker setup and an NVIDIA GPU with sufficient VRAM to run the model. The project aims to provide a self-hosted solution for code completion and generation. The setup and client configuration are described in the project's documentation.

Main themes

• self-hosted code completion
• data privacy
• AI-powered development tools
• GPU requirements
• model fine-tuning
• cloud services for training models
• code generation and suggestions

What commenters say

• Some users appreciate the potential of FauxPilot for self-hosted code completion and generation, especially for companies or individuals who cannot share code with third parties.
• Others are concerned about the data privacy and licensing implications of using GitHub Copilot, which may not respect repository licenses.
• A few commenters mention the possibility of fine-tuning the CodeGen model on personal codebases, which could improve the model's suggestions.
• There are differing opinions on the usefulness of AI-powered code completion tools, with some finding them helpful and others seeing them as unnecessary or potentially harmful.
• Some users discuss the technical challenges of running and fine-tuning the CodeGen model, including the need for significant GPU resources.
• The conversation also touches on the topic of alternative cloud services for training models, with some users recommending options other than AWS.
• A few commenters express skepticism about the value of dedicating resources to AI-powered code completion tools, while others see them as a valuable time-saving feature.