While there are several playgrounds to try Foundation Models, sometimes I prefer running everything locally during development and for early trial and error experimentations. This post explains how...
Introduction to Prompt Tuning
Training foundation models and even fine-tuning models for custom domains is expensive and requires lots of resources. To avoid changing the pretrained models, a new more resource-efficient techniq...
ChatGPT-like Functionality in IBM Watson Assistant
Generative foundation models like ChatGPT can handle fluent conversations pretty well. IBM Watson Assistant can be extended with NeuralSeek to search and provide answers from enterprise knowledge b...
IBM Watson NLP Use Cases
Watson Natural Language Processing Library for Embed is a containerized library designed to empower IBM partners with greater flexibility to infuse powerful natural language AI into their solutions...
Sentiment Analysis with Watson NLP
Watson Natural Language Processing Library for Embed is a containerized library designed to empower IBM partners with greater flexibility to infuse powerful natural language AI into their solutions...
Foundation Models for Source Code
Developing high quality software is not trivial and not cheap. To help developers, there are several attempts to leverage AI and special foundation models optimized for source code. This post gives...
Evolution of AI explained via a simple Sample
The speed in which AI technologies are progressing is amazing. The post below summarizes how I explain my children how AI has evolved over the last years and why many experts consider the new found...
Foundation Models at IBM
Sriram Raghavan, Vice President of IBM Research AI, talks in the video below about how IBM uses Foundation Models and shares his thoughts and ideas how foundation models will be operationalized. I...
Understanding the Power of Large Language Models
As most of my readers will know there is a huge hype around ChatGPT, generative AI, large language models (LLMs) also known as foundation models and further related AI technologies. I’m trying to u...
Migrating from Wordpress to Jekyll
This posts explains how I have migrated my 700 blog posts from Wordpress to a static website built with Jekyll and hosted via GitHub Pages. There are several reasons why I stopped using Wordpress ...