On Thursday, Meta introduced Code Llama, a new AI-powered code writing tool based on its Llama 2 big language model.
According to Meta, Code Llama can use text prompts to generate new code or debug human-written code.
“It has the potential to make workflows faster and more efficient for developers, while lowering the barrier to entry for people learning to code,” the company said in a statement.
Llama 2 was trained on code-specific data sets to develop Code Llama. Code Llama can create natural language on top of code from both the code and natural language hints, plus better coding capabilities.
The new system is capable of supporting “many of today’s most popular programming languages, including Python, C++, Java, PHP, Typescript (Javascript), C#, Bash, and others.”
According to Meta, Code Llama – Python is a specialized language variation trained on Python, “the most tested language for code generation.”
Code Llama – Instruct is “a fine-tuned and aligned instruction variation of Code Llama,” according to Meta.
“Instructional adjustment is a continuation of the training process, but with a different goal.” A natural language instruction and the expected output are provided in the model. This improves their understanding of what individuals expect from their directions,” Meta explained.
“We recommend using Code Llama: Instruct variants whenever you use Code Llama to generate code,” Meta added.
According to Meta, Code Llama will be offered in three sizes, the smallest of which will fit on a single GPU.
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Categories: Technology
Source: vtt.edu.vn