Transformers from Scratch
Another article in the wild on writing transformers from scratch
Kapil Sharma
CUDA Mode - Fusing Kernels Talk
Performance focussed talk on using torch.compile to generate fused kernels and learning triton along the way
LSTM Writes Animal Farm
Train LSTM on Animal Farm and create new text
Convolutional Autoencoders
Use convolutional neural networks for image compression
Dog Breed Classification using Transfer Learning
Use transfer learning on VGG-16 to detect dog breeds
Dog Breed Classification
Train a Convolutional Neural Network to Detect Dog Breeds
ZeroMQ Proxy
How to Solve the Dynamic Discovery Problem in ZeroMQ
AI GPU Programming - Cuda Basics
Basic building blocks for GPU programming
Logits to Text
How to generate text from a transformer model
System Design Interview Process
How to approach system design interview