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How to Serve a PyTorch Model with FastAPI: A Complete Guide

How to Serve a PyTorch Model with FastAPI: A Complete Guide

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4 min read
CUDA Out of Memory at 60% Utilization: Tracing PyTorch GPU Memory Fragmentation

CUDA Out of Memory at 60% Utilization: Tracing PyTorch GPU Memory Fragmentation

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4 min read
What Google's New Chips Mean If You Train Your Own Models

Google Cloud NEXT '26 Challenge Submission

What Google's New Chips Mean If You Train Your Own Models

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9 min read
Why Your Diffusion Model Is Slow at Inference (And It's Not the UNet)

Why Your Diffusion Model Is Slow at Inference (And It's Not the UNet)

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4 min read
Diffusion Model Inference in Production: What the Benchmarks Leave Out

Diffusion Model Inference in Production: What the Benchmarks Leave Out

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1 min read
Stop Ignoring Your Snore: Building an AI Sleep Apnea Detector with Faster-Whisper and DFT 💤🚀

Stop Ignoring Your Snore: Building an AI Sleep Apnea Detector with Faster-Whisper and DFT 💤🚀

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4 min read
Building a Real-Time Network Anomaly Detector with PyTorch and Go

Building a Real-Time Network Anomaly Detector with PyTorch and Go

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4 min read
Deep Dive: How PyTorch 2.5’s Compiled Mode Speeds Up Inference on AWS Inferentia 3

Deep Dive: How PyTorch 2.5’s Compiled Mode Speeds Up Inference on AWS Inferentia 3

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13 min read
PyRadiomics Inefficiency in Large-Scale Studies Addressed by GPU Acceleration for Faster Processing

PyRadiomics Inefficiency in Large-Scale Studies Addressed by GPU Acceleration for Faster Processing

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8 min read
Why CRNN is overkill for fixed-length CAPTCHA OCR — a 6-digit case study (100% Accuracy)

Why CRNN is overkill for fixed-length CAPTCHA OCR — a 6-digit case study (100% Accuracy)

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10 min read
Fine-Tune Any HuggingFace Model like Gemma on TPUs with TorchAX

Fine-Tune Any HuggingFace Model like Gemma on TPUs with TorchAX

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11 min read
Mastering Stress: Real-time HRV Anomaly Detection with Time-Series Transformers and HealthKit 🚀

Mastering Stress: Real-time HRV Anomaly Detection with Time-Series Transformers and HealthKit 🚀

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4 min read
CVE-2025-32434: PyTorch's "safe" model loading flag isn't safe

CVE-2025-32434: PyTorch's "safe" model loading flag isn't safe

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3 min read
I built a pre-flight check tool for PyTorch, because silent failures are the worst kind

I built a pre-flight check tool for PyTorch, because silent failures are the worst kind

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3 min read
Catching Deepfakes in Real-Time: A Spatial-Temporal Approach with EfficientNet-B0 and Bi-LSTM

Catching Deepfakes in Real-Time: A Spatial-Temporal Approach with EfficientNet-B0 and Bi-LSTM

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3 min read
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