Pytorch

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Aahan-Chauhan

Sep 6

Neural Networks: Weights, Activation, and Backpropagation

#machinelearning #beginners #deeplearning #pytorch

5 min read

Wesam Khallaf — Author of PyTorch From Ground Up

Sep 8

What Your Loss Function Actually Tells the Model: MSE, Cross-Entropy, and the softmax Bug That Trains Anyway

#pytorch #deeplearning #machinelearning #beginners

13 min read

Tech-Aarvam

Sep 8

Attention is simpler than you think - A hand-crafted superhero transformer

#ai #llm #pytorch

9 min read

Wesam Khallaf — Author of PyTorch From Ground Up

Aug 28

What optimizer.step() Actually Does: One Step of SGD, Momentum and Adam by Hand

#pytorch #deeplearning #machinelearning #beginners

10 min read

Wesam Khallaf — Author of PyTorch From Ground Up

Aug 23

Backpropagation by Hand: Two Layers, a Pen, and Then Autograd Agrees

#pytorch #python #machinelearning #beginners

9 min read

ai maya

Aug 9

Model DNA, Analyzed: Verifying 'From-Scratch' LLM Claims with Architecture, Tokenizer, and CKA (PyTorch)

#ai #llm #machinelearning #pytorch

6 min read

Chaeyeon Mia Lee

Aug 6

ResKV: Recovering Evicted Token Contributions via Residual KV Cache — LongBench 32/32

#llm #machinelearning #performance #pytorch

6 min read

Aug 2

Your quantized model got worse, and nothing told you

#flutter #dart #machinelearning #pytorch

5 min read

Oluwasegun Zyden

Jul 28

Demystifying Shape Mismatches: How to Debug and Fix Tensor Dimensions in PyTorch

#python #machinelearning #pytorch #tutorial

4 min read

Medha

Jul 25

I Trained a 6.4M-Parameter Transformer From Scratch to Talk About Recipes

#machinelearning #pytorch #llm #python

5 min read

Masih Maafi

Jul 22

RoPE: How 2D Rotations Solved Transformer Long-Context

#python #machinelearning #ai #pytorch

4 min read

Nariaki Wada

Jul 22

Running Qwen3 Through the ExecuTorch MLX Delegate: Up to 4.52x Faster on M1 Max

#python #pytorch #llm #applesilicon

7 min read

Nariaki Wada

Jul 21

Testing PyTorch 2.13 MPS FlexAttention on M1 Max: Up to 7.83x Faster for Sparse Attention

#python #pytorch #machinelearning #applesilicon

7 min read

ranjithvutnoor

Aug 5

GPU-Accelerating MSCRED with CUDA, im2col, GEMM, and a Custom PyTorch Extension

#pytorch #cuda #machinelearning #performance

11 min read

Elise Moreau

Jun 26

Classifier-free guidance above 7.5 oversaturated our product renders

#machinelearning #computervision #pytorch

4 min read

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