Machine-Learning
Articles tagged with "Machine-Learning" by Gökhan Arkan
4 articles
- Teaching Sommo to Reason: Adding a Knowledge Graph to a Wine Recommender
A few months ago I shipped Sommo v1, a fine-tuned 7B model that knows wine. Sommo v2 is the private model that powers the iOS app. For its size, it is …
- What Forecasting Electricity Prices Taught Me About Deep Learning
I have a habit of picking projects that sound straightforward and then discovering they aren’t. A few months ago I decided I wanted to actually …
- Building a Sommelier in a Weekend: How I Fine-Tuned a 7B Model to Know Wine
I’ve always found wine intimidating. Restaurant wine lists read like exam papers in a subject I never studied. Sommeliers speak a language of …
- Tracking 4-Pixel Birds: What a Computer Vision Project Taught Me About When Simple Beats Complex
The first time I opened a SMOT4SB dataset video, I spent five minutes convinced the annotations were broken. The bounding boxes were there, labelled …