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# pytorch

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My Model Cheated: How Grad-CAM Exposed a 95% Accuracy Lie

My Model Cheated: How Grad-CAM Exposed a 95% Accuracy Lie

3 min read
How I Reached 84.35% on CIFAR-100 Using ResNet-50 (PyTorch Guide)

How I Reached 84.35% on CIFAR-100 Using ResNet-50 (PyTorch Guide)

2 min read
Star Multi-Class Classification Neural Network With Pytorch

Star Multi-Class Classification Neural Network With Pytorch

12 min read
Brand Tagging with VLMs

Brand Tagging with VLMs

12 min read
🔥 Why Your Deep Neural Network Fails at Layer 50 (And How ResNet Fixes It)

🔥 Why Your Deep Neural Network Fails at Layer 50 (And How ResNet Fixes It)

5
5 min read
Introduction to PyTorch

Introduction to PyTorch

7 min read
ClipTagger-12B VLM: Frame Captioning Tutorial

ClipTagger-12B VLM: Frame Captioning Tutorial

4
5 min read
Inside the Transformer Architecture: The Core of Modern AI

Inside the Transformer Architecture: The Core of Modern AI

5
3 min read
Vision Transformer (ViT) from Scratch in PyTorch

Vision Transformer (ViT) from Scratch in PyTorch

1
2 min read
Mastering Distributed Machine Learning: How to 10X Your PyTorch Training Speed with Ray & DDP

Mastering Distributed Machine Learning: How to 10X Your PyTorch Training Speed with Ray & DDP

8
6 min read
The 64 KB Challenge: Teaching a Tiny Neural Network to Play Pong

The 64 KB Challenge: Teaching a Tiny Neural Network to Play Pong

1
9 min read
Open Source? Open Mind!

Open Source? Open Mind!

2 min read
How I Achieved 2.9 PyTorch Training Speedup with One Line of Code

How I Achieved 2.9 PyTorch Training Speedup with One Line of Code

5 min read
Rock-Paper-Scissors with Neural-Networks!

Rock-Paper-Scissors with Neural-Networks!

1
1 min read
DEBIX SOM A: Unleashing AI on the Edge with TensorFlow Lite, ONNX Runtime, and PyTorch 04:11

DEBIX SOM A: Unleashing AI on the Edge with TensorFlow Lite, ONNX Runtime, and PyTorch

1 min read
Trained a CycleGAN Model for Real ↔ Painting Image Style Transfer Using PyTorch

Trained a CycleGAN Model for Real ↔ Painting Image Style Transfer Using PyTorch

1 min read
Tensor parallelism by hand

Tensor parallelism by hand

13
28 min read
Fractal-Down

Fractal-Down

1
1 min read
Building a Diffusion Model from Scratch: CIFAR-10 in 15 Minutes

Building a Diffusion Model from Scratch: CIFAR-10 in 15 Minutes

5 min read
Building Transformers from Scratch: Understanding the Architecture That Changed AI

Building Transformers from Scratch: Understanding the Architecture That Changed AI

6 min read
Demystifying Diffusion Models: Building DDPM from Scratch with PyTorch

Demystifying Diffusion Models: Building DDPM from Scratch with PyTorch

5 min read
Top ML Libraries Every Engineer Should Know

Top ML Libraries Every Engineer Should Know

1 min read
🎭 A CGAN Story: Three Attempts and an Incomplete Ending

🎭 A CGAN Story: Three Attempts and an Incomplete Ending

4 min read
Zero To Mastery AI Researcher & Engineer (in development)

Zero To Mastery AI Researcher & Engineer (in development)

3
8 min read
PyTorch Introductory Experiments

PyTorch Introductory Experiments

12 min read
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