Meta AI Code Llama Colab Tutorial Llama2 for generating code

In this video I explain how you can use Code Llama using Collab Notebook
Code Llama is a code-specialized version of Llama 2 that was created by further training Llama 2 on its code-specific datasets, sampling more data from that same dataset for longer. Essentially, Code Llama features enhanced coding capabilities, built on top of Llama 2. It can generate code, and natural language about code, from both code and natural language prompts (e.g., “Write me a function that outputs the fibonacci sequence.”) It can also be used for code completion and debugging. It supports many of the most popular languages being used today, including Python, C++, Java, PHP, Typescript (Javascript), C#, and Bash.
• Code Llama is a state-of-the-art LLM capable of generating code, and natural language about code, from both code and natural language prompts.
• Code Llama is free for research and commercial use.
• Code Llama is built on top of Llama 2 and is available in three models:
• Code Llama, the foundational code model;
• Codel Llama - Python specialized for Python;
• and Code Llama - Instruct, which is fine-tuned for understanding natural language instructions.
• In our own benchmark testing, Code Llama outperformed state-of-the-art publicly available LLMs on code tasks
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Relevant Links:
https://colab.research.google.com/drive/1gjIeLWyjnKg3w9fZt28eN-diSmBGTxy9?usp=sharing
https://huggingface.co/blog/codellama
https://ai.meta.com/blog/code-llama-large-language-model-coding/
https://ai.meta.com/research/publications/code-llama-open-foundation-models-for-code/

Видео Meta AI Code Llama Colab Tutorial Llama2 for generating code канала Rithesh Sreenivasan