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CodeLlama

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description CodeLlama Overview

CodeLlama remains a highly specialized and reliable choice, as it was explicitly fine-tuned on massive datasets of code. If your primary need is pure, high-accuracy code completion, especially in niche languages, CodeLlama variants are hard to beat. It excels at predicting the next few lines of code with high syntactic correctness, making it a reliable workhorse for daily coding tasks.

help CodeLlama FAQ

What is CodeLlama designed to do better than a general-purpose language model?

CodeLlama is a Meta model family fine-tuned for programming tasks such as code completion, explanation, and generation. Its training focus on code makes it especially relevant when the main job is producing or predicting source code.

When was CodeLlama introduced?

Meta introduced Code Llama in 2023 as a programming-focused model family based on Llama 2. That release included variants aimed at general code completion, Python, and instruction-following use cases.

Can CodeLlama run locally inside a coding tool such as Continue?

Yes, compatible CodeLlama variants can be served locally and connected to tools such as Continue when the machine has enough memory and the provider is configured correctly. The usable context length and speed depend on the selected model size and hardware.

Which CodeLlama variant is intended for Python-heavy work?

CodeLlama includes a Python-specialized variant trained with extra Python code, so it is a logical choice for Python-heavy completion tasks. For mixed-language projects, the general code model or an instruction variant may be easier to use.

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