Scaling Laws for Code: The Importance of All Programming Languages

This ArXiv paper likely explores how scaling laws apply to code generation and understanding, suggesting that the diversity of programming languages significantly impacts the performance of large language models. The findings could influence future model training and the development of tools for diverse coding tasks.

• •Scaling laws apply to code, similar to their application in other areas of AI.
• •The variety of programming languages used is a key factor.
• •Training with more diverse code improves model capabilities.