Code Llama 70B builds on its predecessor, Llama 2, and brings enhanced abilities in handling large code blocks.

Key Features of Code Llama 70B

Code Llama 70B excels in understanding complex code patterns, thanks to its self-attention mechanism. It's adaptable, supporting various programming languages including Python, C++, JavaScript, and Java. It's more than a coding tool; it's smart coding. It comes in specialized versions like CodeLlama-70B-Instruct for coding instructions in plain language, and CodeLlama-70B-Python, designed specifically for Python coders.

Performance

Code Llama 70B's skill is clear, scoring 53% on the HumanEval benchmark, ahead of GPT-3.5's 48.1% and not far behind OpenAI's GPT-4, which scores 67%. These numbers highlight the growing capability of AI to produce code that's on par with human developers.

Impact on Software Development

Code Llama 70B's arrival is set to revolutionize software development, providing a reliable and safe coding solution. In a field where getting things right quickly is key, this tool promises to be invaluable for developers who want to make their coding workflow more efficient.

How to Get and Use Code Llama 70B

True to Meta's commitment to openness, Code Llama 70B is free for both research and commercial use under community license as Llama 2. Hosted on Hugging Face, it gives the AI development community easy access to powerful computing resources. You can find the tool here: Code Llama 70B on Hugging Face.

Meta's rollout of Code Llama 70B marks a notable advancement in AI-driven coding tools. It's a testament to continuous innovation in AI, broadening the possibilities in code generation and enhancing software development practices.

Useful Links

• Download the Code Llama Model

• Meta's press release