We hear this term often in many places these days. Self-driving cars are not a dream anymore. Smartphones can go over all your photos and identify you in other photos you uploaded a while ago. A lot more examples made us understand a little now. In the past, we were…

We saw how we can think of an AI project, choose a model and also fine-tune it to support our model so far in the series: https://medium.com/mk-views/generative-ai-project-part-4-3f9df231a47e. Now we can see the human element of AI LLMs. It’s really important to have in mind that LLMs are huge mathematical machines…

In the previous parts, we learned about how to choose a use case that fits a generative AI project and also select the model which works. Let’s explore how we can fine-tune a model for the specific need of ours. Fine-tuning is a way to instruct a pre-trained model to…

To understand how AI projects work, see Part 1. This part covers a sample project using Python. The source code is published in GitHub and you can download or clone or contribute more examples if you are interested. Link: Source Code Let’s start with an example where we see 2…

This article will help you understand how you can get involved and create products using Generative AI models. To get a quick intro to Generative AI, look at my previous articles — Quickies. For an AI project, these are the following steps equivalent to SDLC. Use case discovery You have the option to…

The way we interact with AI models is through prompts. Prompts are the text we enter in a context window (in a chatbot window). Then it gets processed by LLM to understand the context through inferencing. Then the outputs in the form of completion is being given. …

To read about AI/LLM intro, click here: https://medium.com/@muthuka/quickies-part-1-ai-llm-5dbaf989e620 LLMs are not new. We were researching them for a while. The most recent notable prediction model was RNN, Recurrent Neural Networks. We didn’t have a lot of computing resources and also the model didn’t understand much about the context. …

We all happened to see this huge wave of conversation around ChatGPT. When I heard about it, it was a chatbot that can have a human dialog in an intelligent way. Like everyone else, I made my share of poking ChatGPT with questions and doubts. It was good. I had…

Is it possible for NFT marketplaces to bundle transactions to reduce the gas cost for users with ERC-1155?