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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
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 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
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 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
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
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
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
🎯 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
🎯 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
How to install only the CPU version of pytorch in pdm
Florian Polster
Florian Polster
Florian Polster
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Jul 3
How to install only the CPU version of pytorch in pdm
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pdm
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torch
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pytorch
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1 min read
Zero To Mastery AI Researcher & Engineer (in development)
Vuk Rosić
Vuk Rosić
Vuk Rosić
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Jul 6
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
3
reactions
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8 min read
Mastering PyTorch: Tensors, Autograd & the Power of GPU Training
Cristian Sifuentes
Cristian Sifuentes
Cristian Sifuentes
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Jun 29
Mastering PyTorch: Tensors, Autograd & the Power of GPU Training
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pytorch
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deeplearning
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ai
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machinelearning
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2 min read
Visualizing Decoder Layer Gradients
Kyle Pena
Kyle Pena
Kyle Pena
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Jul 12
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
How to Train AI Model
Muhammad Atif Iqbal
Muhammad Atif Iqbal
Muhammad Atif Iqbal
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Jul 6
How to Train AI Model
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ai
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python
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tensorflow
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pytorch
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4 min read
Key Insights Gained from Building and Training LLM
Lewis Won
Lewis Won
Lewis Won
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Jul 12
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
Code Review: Deep Dive into vLLM's Architecture and Implementation Analysis of OpenAI-Compatible Serving (2/2)
Hyogeun Oh (오효근)
Hyogeun Oh (오효근)
Hyogeun Oh (오효근)
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Jun 19
Code Review: Deep Dive into vLLM's Architecture and Implementation Analysis of OpenAI-Compatible Serving (2/2)
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python
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pytorch
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vllm
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fastapi
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37 min read
about LLM and DeepLearning
Woody
Woody
Woody
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Jun 14
about LLM and DeepLearning
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llm
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python
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pytorch
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1 min read
🚀 Training a GPT Model from Scratch with PyTorch (Tokenizer + Transformer + Inference)
veer khot
veer khot
veer khot
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May 27
🚀 Training a GPT Model from Scratch with PyTorch (Tokenizer + Transformer + Inference)
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machinelearning
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ai
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llm
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pytorch
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2 min read
Code Review: Deep Dive into vLLM's Architecture and Implementation Analysis of OpenAI-Compatible Serving (1/2)
Hyogeun Oh (오효근)
Hyogeun Oh (오효근)
Hyogeun Oh (오효근)
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Jun 15
Code Review: Deep Dive into vLLM's Architecture and Implementation Analysis of OpenAI-Compatible Serving (1/2)
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python
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pytorch
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vllm
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fastapi
1
reaction
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28 min read
Seeing the World: A Beginner's Guide to Convolutional Neural Networks (CNNs) with PyTorch
Saadman Rafat
Saadman Rafat
Saadman Rafat
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May 22
Seeing the World: A Beginner's Guide to Convolutional Neural Networks (CNNs) with PyTorch
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deeplearning
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pytorch
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computervision
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python
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8 min read
Conversion with PIL image, PyTorch tensor & NumPy array
Super Kai (Kazuya Ito)
Super Kai (Kazuya Ito)
Super Kai (Kazuya Ito)
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May 13
Conversion with PIL image, PyTorch tensor & NumPy array
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python
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pytorch
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numpy
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conversion
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3 min read
InterpolationMode in PyTorch (3)
Super Kai (Kazuya Ito)
Super Kai (Kazuya Ito)
Super Kai (Kazuya Ito)
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May 14
InterpolationMode in PyTorch (3)
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python
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pytorch
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interpolationmode
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v2
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3 min read
InterpolationMode in PyTorch (2)
Super Kai (Kazuya Ito)
Super Kai (Kazuya Ito)
Super Kai (Kazuya Ito)
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May 14
InterpolationMode in PyTorch (2)
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python
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pytorch
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interpolationmode
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v2
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5 min read
transform vs target_transform vs transforms in PyTorch (3)
Super Kai (Kazuya Ito)
Super Kai (Kazuya Ito)
Super Kai (Kazuya Ito)
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Jun 4
transform vs target_transform vs transforms in PyTorch (3)
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python
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pytorch
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transform
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target
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3 min read
Creating the self-attention mechanism from scratch
Lewis Won
Lewis Won
Lewis Won
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Jun 8
Creating the self-attention mechanism from scratch
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llm
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tutorial
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pytorch
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chatgpt
2
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22 min read
InterpolationMode in PyTorch (1)
Super Kai (Kazuya Ito)
Super Kai (Kazuya Ito)
Super Kai (Kazuya Ito)
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May 14
InterpolationMode in PyTorch (1)
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python
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pytorch
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interpolationmode
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v2
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4 min read
RandomResizedCrop in PyTorch (2)
Super Kai (Kazuya Ito)
Super Kai (Kazuya Ito)
Super Kai (Kazuya Ito)
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Apr 20
RandomResizedCrop in PyTorch (2)
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python
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pytorch
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randomresizedcrop
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v2
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4 min read
RandomResizedCrop in PyTorch (5)
Super Kai (Kazuya Ito)
Super Kai (Kazuya Ito)
Super Kai (Kazuya Ito)
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Apr 20
RandomResizedCrop in PyTorch (5)
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python
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pytorch
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randomresizedcrop
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v2
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6 min read
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