Ollama models report Abstract This report provides a comprehensive overview of the AI models listed on the ollama website, focusing on their types, developers, parameter sizes, and key capabilitie...

Jekyll-mermaid Method 1: Using a Jekyll Plugin (e.g. jekyll-mermaid) Add the Plugin to Your Gemfile: Open your Gemfile in your Jekyll project and add: gem "jekyll-mermaid" Then ru...

Ollama installation https://ollama.com/download curl -fsSL https://ollama.com/install.sh | sh Ollama model deployment A. Modelfile and model creation a. Modelfile example FROM deepseek-r1:1.5b-qw...

Overview A VQ-VAE is a neural network model that compresses (encodes) data into a simpler form and then reconstructs (decodes) it. Unlike a regular Variational Autoencoder (VAE) that uses continuo...

Adam - m and v. In Adam, the parameters are updated using adaptive estimates of the first and second moments of the gradients. These estimates are computed using the following recursive formulas: ...

Variational Autoencoder Traditional Autoencoders form dense representations with not a lot of meaningful “structure”. This is fine when all you want to do is compress an input and then reconstruct ...

pix2tex - LaTeX OCR The goal of this project is to create a learning based system that takes an image of a math formula and returns corresponding LaTeX code. Using the model To run the model...

Peaceful connection between organs 1. East and west There are significant differences between the West and East cultures. As a native Chinese, I am deeply rooted in Eastern culture. However, I onc...

How to embed self-hosted video on GitHug page by Jekyll? 1. video tag <video width="320" height="240" controls autoplay=true loop=true muted=true> <source src="https://github.com/lovepl...

Family lives relate to parrots 1. Daughter and parrots 2. Injured “Taozi”