One of the most hilarious things you can do with an LLM-based chatbot is to ask it to do calculations. If it’s a well-written ...

**Data Cleaning & Quality Automation Tool** Preprocessing the data typically consumes most of the time of analysts. This led me to develop a fully automated data quality pipeline in Python that ...

An example command to fine-tune Gemma on OpenAssistant’s chat dataset can be found below. We use 4-bit quantization and QLoRA to conserve memory to target all the attention blocks' linear layers.

In Python, we do this using Modules. I just wrapped up Module 1, Section 1 of my Python Essentials course, which dives deep into how modules work and how to effectively manage namespaces. Here are my ...