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How I Achieved 2.9 PyTorch Training Speedup with One Line of Code
Chinmay Shrivastava
Chinmay Shrivastava
Chinmay Shrivastava
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Aug 10 '25
How I Achieved 2.9 PyTorch Training Speedup with One Line of Code
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pytorch
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machinelearning
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python
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opensource
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5 min read
Rock-Paper-Scissors with Neural-Networks!
Kiamehr
Kiamehr
Kiamehr
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Aug 9 '25
Rock-Paper-Scissors with Neural-Networks!
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python
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ai
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neuralnetworks
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pytorch
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1 min read
Trained a CycleGAN Model for Real ↔ Painting Image Style Transfer Using PyTorch
Hitendra
Hitendra
Hitendra
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Jul 25 '25
Trained a CycleGAN Model for Real ↔ Painting Image Style Transfer Using PyTorch
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deeplearning
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machinelearning
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pytorch
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github
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1 min read
Tensor parallelism by hand
Lewis Won
Lewis Won
Lewis Won
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Aug 23 '25
Tensor parallelism by hand
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machinelearning
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pytorch
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distributedsystems
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llm
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28 min read
Building a Diffusion Model from Scratch: CIFAR-10 in 15 Minutes
Gruhesh Sri Sai Karthik Kurra
Gruhesh Sri Sai Karthik Kurra
Gruhesh Sri Sai Karthik Kurra
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Jul 19 '25
Building a Diffusion Model from Scratch: CIFAR-10 in 15 Minutes
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diffusionmodels
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pytorch
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computervision
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generativeai
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5 min read
Building Transformers from Scratch: Understanding the Architecture That Changed AI
Gruhesh Sri Sai Karthik Kurra
Gruhesh Sri Sai Karthik Kurra
Gruhesh Sri Sai Karthik Kurra
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Jul 14 '25
Building Transformers from Scratch: Understanding the Architecture That Changed AI
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deeplearning
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transformers
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attention
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pytorch
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6 min read
Demystifying Diffusion Models: Building DDPM from Scratch with PyTorch
Gruhesh Sri Sai Karthik Kurra
Gruhesh Sri Sai Karthik Kurra
Gruhesh Sri Sai Karthik Kurra
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Jul 14 '25
Demystifying Diffusion Models: Building DDPM from Scratch with PyTorch
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pytorch
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llm
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deeplearning
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ai
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5 min read
Top ML Libraries Every Engineer Should Know
Satyajit Pande
Satyajit Pande
Satyajit Pande
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Jul 14 '25
Top ML Libraries Every Engineer Should Know
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tensorflow
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pytorch
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keras
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xgboost
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1 min read
🎠A CGAN Story: Three Attempts and an Incomplete Ending
Ertugrul
Ertugrul
Ertugrul
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Aug 8 '25
🎠A CGAN Story: Three Attempts and an Incomplete Ending
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gan
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deeplearning
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python
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pytorch
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4 min read
Zero To Mastery AI Researcher & Engineer (in development)
Vuk Rosić
Vuk Rosić
Vuk Rosić
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Jul 6 '25
Zero To Mastery AI Researcher & Engineer (in development)
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machinelearning
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pytorch
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ai
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llm
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8 min read
PyTorch Introductory Experiments
Trevor Lee
Trevor Lee
Trevor Lee
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Aug 2 '25
PyTorch Introductory Experiments
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deeplearning
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pytorch
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12 min read
Visualizing Decoder Layer Gradients
Kyle Pena
Kyle Pena
Kyle Pena
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Jul 12 '25
Visualizing Decoder Layer Gradients
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llm
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deeplearning
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ai
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pytorch
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4 min read
Building a Sentiment Analysis Model with LSTMs in PyTorch
Gruhesh Sri Sai Karthik Kurra
Gruhesh Sri Sai Karthik Kurra
Gruhesh Sri Sai Karthik Kurra
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Jul 16 '25
Building a Sentiment Analysis Model with LSTMs in PyTorch
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python
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pytorch
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nlp
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machinelearning
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5 min read
🎯 Building Attention Mechanisms from Scratch: A Complete Guide to Understanding Transformers
Gruhesh Sri Sai Karthik Kurra
Gruhesh Sri Sai Karthik Kurra
Gruhesh Sri Sai Karthik Kurra
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Jul 14 '25
🎯 Building Attention Mechanisms from Scratch: A Complete Guide to Understanding Transformers
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pytorch
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python
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nlp
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llm
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8 min read
Key Insights Gained from Building and Training LLM
Lewis Won
Lewis Won
Lewis Won
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Jul 12 '25
Key Insights Gained from Building and Training LLM
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llm
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machinelearning
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pytorch
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ai
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27 min read
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