Sept. 5, 2023, 10:18 a.m. | Refact AI

DEV Community dev.to

Code completion has become increasingly popular, thanks to tools like GitHub Copilot and open-source Large Language Models (LLMs). However, both Copilot and open models often fall short when it comes to working effectively on your specific codebase. This is because these models have never been exposed to your unique code patterns and conventions.

In order to improve the quality of suggestions and tailor them to your codebase there's a technique called fine-tuning. By fine-tuning a pre-trained model on your codebase, …

ai become code codebase code completion copilot fine-tuning github language language models large language large language models llm llms opensource patterns popular tools

Data Architect

@ University of Texas at Austin | Austin, TX

Data ETL Engineer

@ University of Texas at Austin | Austin, TX

Lead GNSS Data Scientist

@ Lurra Systems | Melbourne

Senior Machine Learning Engineer (MLOps)

@ Promaton | Remote, Europe

Director, Clinical Data Science

@ Aura | Remote USA

Research Scientist, AI (PhD)

@ Meta | Menlo Park, CA | New York City