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More AI news explained: https://www.youtube.com/playlist?list=PLHztRB0L4-Ow | Free Python course: ...

Ever wondered what's actually inside your PyTorch model? In this video we open up our model and look at its weights and bias ...

Code a GPT in PyTorch, line by line, on your own laptop: tokenizers, attention, a full GPT-2, pretraining, and fine-tuning for ...

How a GPT works inside, built from scratch in 80 lines of PyTorch: a character tokenizer, next-character training examples, ...

How do a few simple layers become a neural network? In this episode of Make Your Own PyTorch, we explore two essential ...

In this video, we build a Linear Regression model in PyTorch from scratch using nn.Module, nn.Parameter and forward().

Can PyTorch run on AWS Trainium without CUDA? This video explains TorchNeuron, the native PyTorch backend for Trainium, ...

Your model trains, but is it trained correctly? Learn the full PyTorch workflow, from Dataset and DataLoader to a clean training ...

What if you never had to differentiate by hand again, but could still prove the answer is right? In lesson 49 of Machine Learning ...

here is the code for PyTorch XOR ...

Explore the PyTorch 2.15 preview for Apple Silicon Macs: MPS updates, FP8 weight storage, dedicated Metal kernels, and ...

How well does your model actually predict? In this video we use X_test to generate y_preds, and compare two ways of making ...

How does PyTorch automatically track neural network layers and parameters? Instead of manually collecting every weight and ...

PyTorch activation checkpointing explained: measure the trade-off between saved activations and recomputation. Quantify GPU ...

In this video, we explore how convolutional neural networks transform grids of raw pixels into reliable classifications, starting with ...

Assemble a complete GPT-2 (124M) model in PyTorch: layer normalization, GELU feed forward networks, shortcut connections, ...

What is the difference between a scalar, vector, matrix, and tensor? And why do these concepts matter in AI? In this ...

Write z = x + y in PyTorch with both tensors on the GPU, and it feels like the GPU is running your Python. It isn't. Your Python never ...

Google has open sourced their artificial intelligence TorchTPU development tool. There are two ways to access this developer tool ...

A shared PyTorch CPU path through oneDNN could make trained models easier to move between AMD and Intel systems, but ...