Articles | Notes | Tips | Tutorials
In this short quick tip article, we will demonstrate how one can run the ‘Flux.1-Schnell‘ text-to-image Diffusion model on a local machine (either a desktop with 16gb NVidia GPU or an Apple Silicon Mac) to generate an image given an input prompt.
Here is the link to the short quick tip article:
Quick Tip :: Running Text-to-Image Diffusion Model on a Local Machine
P.S: This is the 400th article post on PolarSPARC !!!
Happy New Year – Enjoy 🙂 !!!
Posted my next article on LinkedIn and here is the link:
Cautionary Reminder on Major Updates to Prod !!!
Hope is useful for others !!!
In this article, we will derive the Gaussian (aka Normal) probability distribution that appears quite often in AI/ML tasks, such as, data preparation and model training.
Here is the link to the article:
Univariate Gaussian Distribution Derivation
Enjoy 🙂 !!!
In Part-3 of this primer series, we will enhance the custom Rasa helper chatbot such that, it is configured, trained, and deployed once, to leverage data from an external source for future knowledge expansion.
Here is the link to the article on enhanced Rasa custom helper chatbot:
Hands-on Primer on Rasa – Part 3
Enjoy 🙂 !!!
In Part-2 of this primer series, we will configure, train, and deploy a custom Rasa commands’ helper chatbot, which will help the users’ of the chatbot on what Linux command to use for a given situation.
Here is the link to the article on Rasa custom helper chatbot:
Hands-on Primer on Rasa – Part 2
Enjoy 🙂 !!!
In Part-1 of this primer series, we will provide an overview of the Rasa chatbot platform, setup an instance using docker, and get our hands dirty using both the command-line shell as well as the REST API endpoint.
Here is the link to the article on Rasa:
Hands-on Primer on Rasa – Part 1
Enjoy 🙂 !!!
In this article, we will unpack one of the most beautiful equations in Mathematics – the Euler’s Identity equation.
Here is the link to the article:
A Mathematical Gem :: Euler’s Identity
Enjoy 🙂 !!!
In this primer, we will provide an overview of the LocalAI platform as well as get our hands dirty using the command-line as well as the Python SDK.
Here is the link to the article on LocalAI:
Enjoy 🙂 !!!
Most of us have been using some form of a badge or tag to enter the office building OR tap a credit card to make a payment at the checkout.
Ever wondered what is really going on behind the scene when we tap a card on the card reader ???
This is where the RFID/NFC technology comes into play. We will leverage a Raspberry Pi 4 along with a Mifare RC522 RFID module to get our hands dirty. Here is the link to the article demonstrating the concept of RFID/NFC:
Enjoy 🙂 !!!