An open-source, locally-runnable code completion engine using large language models that works on CPU.
TurboPilot is an open-source code completion engine that uses large language models to provide AI-powered suggestions directly in your code editor. It runs locally on your machine, allowing developers to generate code without sending data to external servers. The project supports various models like Codegen, StableCode, and WizardCoder, offering flexibility in performance and hardware requirements.
Developers who want privacy-focused, offline-capable AI code assistance, especially those working in restricted environments or with proprietary codebases.
TurboPilot provides a self-hosted alternative to cloud-based Copilot services, giving users full control over their data and model choices while maintaining compatibility with popular editors like VS Code.
Turbopilot is an open source large-language-model based code completion engine that runs locally on CPU
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Runs entirely locally on your machine, eliminating cloud dependencies and ensuring code privacy, as emphasized in the project's philosophy and local execution feature.
Supports various state-of-the-art models like StableCode, WizardCoder, and StarCoder, allowing customization based on hardware and language needs, detailed in MODELS.md.
Offers both CPU and GPU inference via CUDA, enabling performance tuning for different setups, as shown in the CUDA Docker and executable instructions.
Works with the FauxPilot plugin for inline completions, providing a Copilot-like experience directly in the editor, as demonstrated in the setup guide.
The project is archived as of September 2023 with no future updates, making it obsolete and unsupported for current use, as stated in the README deprecation notice.
Autocompletion is described as 'quite slow' in the README, hindering real-time coding efficiency and making it unsuitable for fast-paced development.
Requires manual model downloads, quantization, and server configuration, which can be cumbersome and error-prone compared to cloud-based alternatives.
Only supports one GPU device at a time, restricting scalability and performance on multi-GPU systems, as noted in the known limitations.
TurboPilot is an open-source alternative to the following products: