Content to help you make the jump into the world of AI software development.
When I started as a professional developer in 2015, I felt like a panda in a zoo. The elephants received hay shoveled through a hole in the wall while I received hand-picked bamboo and on-call veterinary services. I had a higher salary than non-dev...
Normally when you fine-tune an LLM you end up making Jeff Bezos just a little bit richer due to the enormous compute power required even for the simplest of fine-tuning. I tried every free avenue I could think of to demonstrate fine-tuning using Mist...
Modern AI tooling is mainly based on building models trained by lots of data rather than developing clever algorithms. This means that once you move beyond the basics of calling models others have developed and want to start training your own models,...
Imagine that you went to high school in a place where everyone was rich except for you. Your parents had very mediocre jobs, enough to put food on the table and pay for school fees but nothing else. Further imagine that you didn't want anyone else to...
Most AIs are almost annoyingly polite. I wondered how easy it would be to make a chatbot that delights in giving sass to customers. Well, turns out just 3 few-shot learning examples was enough. Don't try this at work kids! First, get set up with a Ju...
You can get pretty good results with few-shot prompt templates, why would you go to the trouble of spending expensive GPU hours to fine-tune an LLM with essentially the same process as few-shot prompt templates? It basically comes down to data. How m...
Let's play a game of prompt engineering frisbee. Rules: Each person takes a turn creating a prompt template and tries to get the LLM to respond in a believable way based on the template. The first person whose prompt fails to sound convincing loses t...
To be able to interact with the Hugging Face community, you need to create an API token. Let's take a look at the steps. Sign up for Hugging Face If you haven't gotten an account yet, sign up here: https://huggingface.co/join Hover over the account...
Stupid Simple Introduction to Using Jupytr Notebooks with Python
