CodeGemma vs. StableCode vs. StarCoder vs. TurboSQL Comparison Chart

StableCode offers a unique way for developers to become more efficient by using three different models to help in their coding. The base model was first trained on a diverse set of programming languages from the stack-dataset (v1.2) from BigCode and then trained further with popular languages like Python, Go, Java, Javascript, C, markdown and C++. In total, we trained our models on 560B tokens of code on our HPC cluster. After the base model had been established, the instruction model was then tuned for specific use cases to help solve complex programming tasks. ~120,000 code instruction/response pairs in Alpaca format were trained on the base model to achieve this result. StableCode is the ideal building block for those wanting to learn more about coding, and the long-context window model is the perfect assistant to ensure single and multiple-line autocomplete suggestions are available for the user. This model is built to handle a lot more code at once.

TurboSQL is a blazing-fast, AI-powered SQL desktop application designed to enhance developer productivity. Built on the Tauri framework, it offers near-native performance, ensuring that queries run instantly. It features a keyboard-first design, allowing users to execute actions swiftly without relying on a mouse. With smart organization capabilities, developers can neatly arrange their queries into folders and files, mirroring a typical coding environment. TurboSQL's built-in AI assistant can generate SQL queries from plain English, explain complex SQL statements, and autocomplete queries intelligently based on the database schema. The user interface is minimalistic and supports dark mode, providing a clean and enjoyable workspace. TurboSQL supports unlimited database connections and emphasizes a fully secure, local-first experience. It's tailored for developers who seek speed, simplicity, and efficiency in their SQL workflows. ​