Category/Tag: Machine Learning

Installing BitsAndBtyes for Windows - So That You Can Do PEFT

Installing BitsAndBtyes for Windows - So That You Can Do PEFT

Many tutorials within the Huggingface ecosystem, especially ones that make use of PEFT or LoRA for LLM training, will require the use of a library known as BitsAndBytes. Unfortunately, BitsAndBytes is not yet fully supported on Windows. However, you are not out of luck and in this tutorial, we will share the process we used to get it working properly on Windows.


Semantic Search and Cosine Similarity

Semantic Search and Cosine Similarity

In this article, Bruce Nielson, our in-house expert on ML and AI, breaks down how to properly create and perform Semantic Searches using the principles of Cosine Similarity that we learned about in last week's article.


Cosine Similarity

Cosine Similarity

Data Analysis, especially with AI and ML, is ever becoming more important in both the tech world and the business world. One aspect of Data Analysis is Cosine Similarity- and in this article by our in-house expert on Machine Learning, Bruce Nielson, we will dive a bit into what exactly it is all about.


Sparks of AGI

Sparks of AGI

With the announcement of Open AI receiving funding from Microsoft, we’ve been treated to some very interesting papers from Microsoft studying the capabilities of Open AI’s GPT-4. In this short article, our in-house ML expert, Bruce Nielson, discusses some of the amazing innovations taking place inside GPT-4 as addressed by Microsoft.


What is Machine Learning?

What is Machine Learning?

Bruce Nielson, an expert on Machine Learning and Artificial Intelligence, breaks down ML with some simple examples of how it works, and explains why it is all the buzz in today's tech world.