Pytorch

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Wesam Khallaf — Author of PyTorch From Ground Up

Sep 26

nn.Module Explained: The Same Model Built with Raw Tensors and with nn.Module

#pytorch #deeplearning #beginners #machinelearning

8 min read

Mira Ceti

Sep 24

25 LLM architecture blocks, side by side, in runnable PyTorch

#machinelearning #deeplearning #pytorch #python

8 min read

Senna

Sep 21

I Rebuilt Jev's Structure with Qwen (Not Its Capabilities)

#ai #jev #pytorch #machinelearning

9 min read

Abhishek Banerjee

Sep 24

Building a Large Language Model from Scratch: A Comprehensive Learning Guide

#pytorch #agenticaiarchitectur #llm #softwareengineering

10 min read

Dai Nguyen

Sep 18

Discriminative Fine-Tuning: Why Your Backbone and Your Head Shouldn't Learn at the Same Speed

#machinelearning #computervision #deeplearning #pytorch

6 min read

Sho Tanaka (tsho)

Sep 17

DeepSpeed ZeRO vs PyTorch FSDP2, Measured: 1.8x on NVLink, Barely Finishing on PCIe (Plus How to Actually Get GPUs on GKE)

#machinelearning #pytorch #deepspeed #gpu

10 min read

ACS Developer

Sep 14

Undefined type Float8_e4m3fn on Apple Silicon: BF16 and GGUF Workarounds for FP8 Models

#macos #pytorch #ai #machinelearning

4 min read

Mariano Gobea Alcoba

Sep 14

OpenArch: PyTorch implementations of modern LLM architectures!

#pytorch #llm #deeplearning #neuralnetworks

5 min read

stmanst

Sep 9

SSRF in PyTorch: How a Missing URL Validation in Dataset Loading Could Leak Cloud Credentials

#security #python #ssrf #pytorch

2 min read

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

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

Sanskriti Harmukh for Vultr

Sep 16

Installing PyTorch with ROCm Acceleration on Ubuntu 24.04

#pytorch #rocm #machinelearning #ubuntu

2 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

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