Models
Artificial Intelligence
Federated Learning, Part 1: The Basics of Training Models Where the Data Lives
I the concept of federated learning (FL) through a comic by Google in 2019. It was a superb piece and did a fantastic job at explaining how products can improve without sending user...
Artificial Intelligence
Tips on how to Improve the Performance of Visual Anomaly Detection Models
Introduction: Why this text was created.
Anomaly detection: Quick overview.
Image size: Is a bigger input size value it?
Center crop: Concentrate on the article.
Background removal: Remove all you don’t need.
Early stopping: Use a validation set.
Conclusion
1. Introduction
There...
Artificial Intelligence
Filter for Dates, Including or Excluding Future Dates, in Semantic Models
Imagine that we have now three measures:
Sales Amount
Sales Amount Budget
Sales Amount PY
Once we take a look at a table with these numbers, we see this (assuming that we have now current data until the...
Artificial Intelligence
A brand new solution to increase the capabilities of huge language models
Most languages use word position and sentence structure to extract meaning. For...
Artificial Intelligence
Enabling small language models to resolve complex reasoning tasks
As language models (LMs) improve at tasks like image generation, trivia questions,...
Artificial Intelligence
On the Challenge of Converting TensorFlow Models to PyTorch
Within the interest of managing reader expectations and stopping disappointment, we would love to start by stating that this post does not provide a totally satisfactory solution to the issue described within the title. We are...
Artificial Intelligence
A wiser way for big language models to take into consideration hard problems
To make large language models (LLMs) more accurate when answering harder questions,...
Artificial Intelligence
LLM-as-a-Judge: What It Is, Why It Works, and The way to Use It to Evaluate AI Models
concerning the idea of using AI to judge AI, also often called “LLM-as-a-Judge,” my response was:
We live in a world where even toilet paper is marketed as “AI-powered.” I assumed this was just...
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