Stability AI Releases AI Code Generator

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Stability AI has introduced its new AI code generator, Stable Code 3B, focused on code completion for software development.

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This 3-billion parameter model is designed to run locally on laptops without dedicated GPUs, offering competitive performance against larger models like Meta's CodeLLaMA 7B.

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The trend towards smaller yet powerful AI models began in 2023, with Stability AI's previous release, StableLM Zephyr 3B, for text generation.

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Stable Code 3B not only suggests new lines of code but can also fill in larger missing sections, showcasing advanced code completion capabilities known as Fill in the Middle (FIM).

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Improvements include optimized training with Rotary Position Embeddings (RoPE), allowing context lengths up to 100k tokens, and training on 18 different programming languages.

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Stability AI claims that Stable Code 3B demonstrates leading performance on benchmark tests across multiple languages, surpassing models twice its size in completion quality.

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In a competitive market for generative AI code generation tools, Stability AI's offering outperforms StarCoder across various programming languages.

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Stable Code 3B is part of Stability AI's new membership subscription service, announced in December, providing access to various AI tools in the company's portfolio, including image, text, audio, and video generation.