codellama/CodeLlama-34b-Instruct-hf
CodeLlama-34b-Instruct-hf is a 34 billion parameter instruction-tuned generative text model developed by Meta, built on an optimized transformer architecture. This model is specifically designed for general code synthesis and understanding, excelling at code completion and following instructions for code-related tasks. It is part of the Code Llama family, optimized for commercial and research use in English and relevant programming languages.
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CodeLlama-34b-Instruct-hf Overview
This model is the 34 billion parameter instruction-tuned variant from Meta's Code Llama family, designed for general code synthesis and understanding. It is an auto-regressive language model utilizing an optimized transformer architecture, trained between January and July 2023.
Key Capabilities
- Code Completion: Generates code snippets and completes existing code.
- Instruction Following: Responds to instructions for code-related tasks, making it suitable for code assistant applications.
- General Code Synthesis: Capable of generating various forms of code.
- Code Understanding: Assists in interpreting and working with code.
Intended Use Cases
CodeLlama-34b-Instruct-hf is intended for commercial and research applications requiring robust code generation and instruction following. It is specifically designed to be safer for deployment in code assistant and generation tools. The model's development focused on English and relevant programming languages, with use in other languages considered out-of-scope. More details on its architecture, training, and ethical considerations can be found in the research paper and its arXiv page.