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CODE LLAMA
Meta's code-focused LLM family with up to 100K context
Custom (Meta Community License)
ABOUT
Generating production-quality code requires models that understand complex programming patterns, long-range dependencies, and language-specific idioms. Most code models struggle with long contexts or lack instruction-following ability. Code Llama provides three specialized variants — base, Python, and Instruct — with up to 100K token context, enabling whole-codebase understanding, multi-file refactoring, and precise instruction following for software development workflows.
INSTALL
pip install transformers accelerateINTEGRATION GUIDE
1. Generate multi-file code implementations from high-level natural language specifications
2. Understand and refactor large codebases with the 100K token context window
3. Write idiomatic Python code using the Code Llama Python specialized variant
4. Follow step-by-step instructions to build complex software features or fix bugs
5. Fill in missing code blocks anywhere in a file using fill-in-the-middle capability
TAGS
pythoncode-generationllmmetallamatransformersfine-tuning