▶ Videos →

Blog Posts

45 articles · Updated every 3 hours · View all reads

All Articles 185,293 Blog Posts 167,051 Tech Tutorials 49,740 Research Papers 36,754 News 23,036 ⚡ AI Lessons

Three Gemma 4 Deployments on One T4G for Under $3: What the Runtime Changes, and What It Doesn't

Dev.to · xbill 🧬 Deep Learning 3w ago

Three Gemma 4 Deployments on One T4G for Under $3: What the Runtime Changes, and What It Doesn't

vLLM, JAX and PyTorch serving the same Gemma 4 E2B checkpoint on the same AWS G5g GPU, on one harness and one statistic. The decode ranking reverses on boot tim

Three Gemma 4 Deployments on One T4G for Under $3: What the Runtime Changes, and What It Doesn't

Dev.to · xbill 🧬 Deep Learning 3w ago

Three Gemma 4 Deployments on One T4G for Under $3: What the Runtime Changes, and What It Doesn't

vLLM, JAX and PyTorch serving the same Gemma 4 E2B checkpoint on the same AWS G5g GPU, on one harness and one statistic. The decode ranking reverses on boot tim

Gemma 4 in Pure JAX: What Changes Between Turing and Ada, and What Doesn't

Dev.to · xbill 🧬 Deep Learning 3w ago

Gemma 4 in Pure JAX: What Changes Between Turing and Ada, and What Doesn't

One hand-written Gemma 4 port, no PyTorch and no vLLM, on two NVIDIA GPUs a generation apart. Most of it ports untouched. Two things do not, and one of them was

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

Dev.to · Wesam Khallaf — Author of PyTorch From Ground Up 🧬 Deep Learning 1mo ago

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

in the last piece i did autograd, and the whole point of it was that you call loss.backward() once...

Building Your Own Deep Learning Framework: A 3–5 Month Journey From Zero to Tiny Transformer

Dev.to · Biki Kalita 🧬 Deep Learning ⚡ AI Lesson 2mo ago

Building Your Own Deep Learning Framework: A 3–5 Month Journey From Zero to Tiny Transformer

Prologue: The Machine That Learns to Learn Somewhere in a research lab in the early 2010s,...

Improving performance of recurrent neural network with relu nonlinearity

Dev.to · Paperium 🧬 Deep Learning 2mo ago

Improving performance of recurrent neural network with relu nonlinearity

Multiple Sclerosis Lesion Segmentation from Brain MRI via Fully ConvolutionalNeural Networks

Dev.to · Paperium 🧬 Deep Learning 2mo ago

Multiple Sclerosis Lesion Segmentation from Brain MRI via Fully ConvolutionalNeural Networks

I Finally Understood Why Neural Networks Need Activation Functions

Dev.to · karki vasagnavi 🧬 Deep Learning ⚡ AI Lesson 2mo ago

I Finally Understood Why Neural Networks Need Activation Functions

Today I Finally Understood Why We Plot the Derivative of Activation Functions When I...

Unifying Graph Convolutional Neural Networks and Label Propagation

Dev.to · Paperium 🧬 Deep Learning 5mo ago

Unifying Graph Convolutional Neural Networks and Label Propagation

Replication study: Development and validation of deep learning algorithm fordetection of diabetic retinopathy in retinal fundus

Dev.to · Paperium 🧬 Deep Learning ⚡ AI Lesson 5mo ago

Replication study: Development and validation of deep learning algorithm fordetection of diabetic retinopathy in retinal fundus

Comparison of non-linear activation functions for deep neural networks on MNISTclassification task

Dev.to · Paperium 🧬 Deep Learning 5mo ago

Comparison of non-linear activation functions for deep neural networks on MNISTclassification task

Abnormality Detection and Localization in Chest X-Rays using Deep ConvolutionalNeural Networks

Dev.to · Paperium 🧬 Deep Learning 5mo ago

Abnormality Detection and Localization in Chest X-Rays using Deep ConvolutionalNeural Networks

Addressing Challenges in Deep Learning Development

Dev.to · Vedraj Mokashi 🧬 Deep Learning ⚡ AI Lesson 5mo ago

Addressing Challenges in Deep Learning Development

Addressing Challenges in Deep Learning Development Introduction and Problem...

Bayesian Recurrent Neural Networks

Dev.to · Paperium 🧬 Deep Learning 5mo ago

Bayesian Recurrent Neural Networks

Sample-level Deep Convolutional Neural Networks for Music Auto-tagging Using RawWaveforms

Dev.to · Paperium 🧬 Deep Learning 5mo ago

Sample-level Deep Convolutional Neural Networks for Music Auto-tagging Using RawWaveforms

From Generalists to Specialists: The CNN Shift

Dev.to · Nilavukkarasan R 🧬 Deep Learning 5mo ago

From Generalists to Specialists: The CNN Shift

"Vision is the art of seeing what is invisible to others." Jonathan Swift When...

A Comprehensive guide to Bayesian Convolutional Neural Network with VariationalInference

Dev.to · Paperium 🧬 Deep Learning 5mo ago

A Comprehensive guide to Bayesian Convolutional Neural Network with VariationalInference

Tinybox – A powerful computer for deep learning

Dev.to · Aman Shekhar 🧬 Deep Learning ⚡ AI Lesson 6mo ago

Tinybox – A powerful computer for deep learning

I’ll be honest: when I first heard about Tinybox, I was skeptical. The idea of a compact computer...

Understanding Seq2Seq Neural Networks – Part 6: Decoder Outputs and the Fully Connected Layer

Dev.to · Rijul Rajesh 🧬 Deep Learning ⚡ AI Lesson 6mo ago

Understanding Seq2Seq Neural Networks – Part 6: Decoder Outputs and the Fully Connected Layer

In the previous article, we were looking at the embedding values in the encoder and the...

🎮 Teaching an AI to Play Atari Games Using Deep Reinforcement Learning

Dev.to · asmniins-DS 🧬 Deep Learning ⚡ AI Lesson 6mo ago

🎮 Teaching an AI to Play Atari Games Using Deep Reinforcement Learning

Introduction Reinforcement learning is one of the most exciting areas of artificial intelligence...

what is CNN in ML ?

Dev.to · Abbas Mohamed Rashid 🧬 Deep Learning 7mo ago

what is CNN in ML ?

A post by Abbas Mohamed Rashid

7 Best Resources to Learn Deep Learning in 2026

Dev.to · Stack Overflowed 🧬 Deep Learning ⚡ AI Lesson 7mo ago

7 Best Resources to Learn Deep Learning in 2026

If you had told me a year ago that I'd build my own image classifier, deploy it on the cloud, and...

How to Master deeplearning.ai Courses Effectively

Dev.to · Saleha Mubeen 🧬 Deep Learning ⚡ AI Lesson 8mo ago

How to Master deeplearning.ai Courses Effectively

Mastering DeepLearning.AI courses—specifically the famous Deep Learning Specialization by Andrew...

🚀 I Built My First CNN for Brain Tumor Detection - Here’s What Actually Confused Me

Dev.to · Tanmay P. Tawade 🧬 Deep Learning ⚡ AI Lesson 8mo ago

🚀 I Built My First CNN for Brain Tumor Detection - Here’s What Actually Confused Me

🧠 From Theory to Reality As a final-year E&TC engineering student, I recently built my...