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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
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
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
Run Any HuggingFace Model on TPUs: A Beginner's Guide to TorchAX

Run Any HuggingFace Model on TPUs: A Beginner's Guide to TorchAX

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13 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
78% of PyTorch Models Never Reach Production. I Built the Fix.

78% of PyTorch Models Never Reach Production. I Built the Fix.

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6 min read
124x Slower: What PyTorch DataLoader Actually Does at the Kernel Level

124x Slower: What PyTorch DataLoader Actually Does at the Kernel Level

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5 min read
Standard Transformer Attention vs. Attention-Residuals: A Practical Comparison

Standard Transformer Attention vs. Attention-Residuals: A Practical Comparison

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5 min read
Tracing a 13x PyTorch Slowdown to a Hidden NumPy Synchronization

Tracing a 13x PyTorch Slowdown to a Hidden NumPy Synchronization

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4 min read
TorchAO vs ONNX Runtime: 8-bit Quantization Benchmark

TorchAO vs ONNX Runtime: 8-bit Quantization Benchmark

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1 min read
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