This project fine-tunes a small language model (LLM) to generate Python code from natural language instructions. It uses the PEFT library with LoRA to efficiently fine-tune the model on an 8GB GPU.

The function of the tool is to generate deterministic Python modules that expose OWL ontology IRIs as rdflib.URIRef symbols, with rich Manchester-style axiomatization and annotations embedded as ...

Microsoft Visual Studio Code is a flexible, cross-platform editor that can be transformed into a full-blown IDE for most any language or workflow. Over the past few years, it has exploded in ...

Learn how Mypy's type checking works with functions and generators. In my last two articles I've described some of the ways Mypy, a type checker for Python, can help identify potential problems with ...