Code Llama Model
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A Code Llama Model is a code generation model.
- Context:
- ...
- Example(s):
- CodeLLaMa 7B: A smaller model variant, suitable for environments with limited computational resources or requiring low-latency responses.
- CodeLLaMa 13B: An intermediate size offering a balance between computational demand and model performance.
- CodeLLaMa 34B: The largest variant, providing the most comprehensive assistance but requiring substantial computational power.
- CodeLLaMa - Python: Fine-tuned specifically for Python programming tasks.
- CodeLLaMa - Instruct: Designed to better comprehend and execute natural language programming instructions.
- ...
- Counter-Example(s):
- See: Llama 2.
References
2023
- GBard
- Code Llama is a state-of-the-art large language model (LLM) developed by Meta AI. It is a code-specialized version of Llama 2 that was trained on a massive dataset of code and natural language about code. Code Llama can generate code, translate code between different programming languages, and answer questions about code in a comprehensive and informative way.
Code Llama is still under development, but it has the potential to be a powerful tool for software engineers of all levels. It can help engineers to be more productive by automating tasks such as code completion, code refactoring, and code debugging. It can also help engineers to learn new programming languages and to better understand the code that they are working with.
- Code Llama is a state-of-the-art large language model (LLM) developed by Meta AI. It is a code-specialized version of Llama 2 that was trained on a massive dataset of code and natural language about code. Code Llama can generate code, translate code between different programming languages, and answer questions about code in a comprehensive and informative way.
2023
- "Introducing Code Llama, an AI Tool for Coding." About.FB.com
- Takeaways
- Code Llama is an AI model built on top of Llama 2, fine-tuned for generating and discussing code.
- It’s free for research and commercial use.
- Today, we’re releasing Code Llama, a large language model (LLM) that can use text prompts to generate and discuss code. Code Llama is state-of-the-art for publicly available LLMs on coding tasks. It has the potential to make workflows faster and more efficient for developers and lower the barrier to entry for people who are learning to code. Code Llama has the potential to be used as a productivity and educational tool to help programmers write more robust, well-documented software.
We believe an open approach to AI is best for developing new AI tools that are innovative, safe and responsible, so we’re releasing Code Llama for both research and commercial use under the same community license as Llama 2.
- Takeaways