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Surviving 12GB VRAM : Autonomous Memory Management for Local QLoRA Fine Tuning
Akshay Sharma
Akshay Sharma
Akshay Sharma
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Mar 22
Surviving 12GB VRAM : Autonomous Memory Management for Local QLoRA Fine Tuning
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python
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machinelearning
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pytorch
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opensource
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3 min read
Mastering Stress: Real-time HRV Anomaly Detection with Time-Series Transformers and HealthKit 🚀
wellallyTech
wellallyTech
wellallyTech
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Mar 21
Mastering Stress: Real-time HRV Anomaly Detection with Time-Series Transformers and HealthKit 🚀
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datascience
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machinelearning
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healthtech
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4 min read
Your GPU Is 97% Utilized But Your Training Is 3x Slower Than Expected
David Mail
David Mail
David Mail
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Mar 20
Your GPU Is 97% Utilized But Your Training Is 3x Slower Than Expected
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gpu
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pytorch
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ebpf
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observability
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5 min read
CVE-2025-32434: PyTorch's "safe" model loading flag isn't safe
metriclogic26
metriclogic26
metriclogic26
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Mar 19
CVE-2025-32434: PyTorch's "safe" model loading flag isn't safe
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python
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security
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machinelearning
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pytorch
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3 min read
GPU Problem #1: Why Your PyTorch Training Runs Out of GPU Memory (and How to Actually Debug It)
David Mail
David Mail
David Mail
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Mar 20
GPU Problem #1: Why Your PyTorch Training Runs Out of GPU Memory (and How to Actually Debug It)
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cuda
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pytorch
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ebpf
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observability
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4 min read
I built a pre-flight check tool for PyTorch, because silent failures are the worst kind
Rusheel
Rusheel
Rusheel
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Mar 15
I built a pre-flight check tool for PyTorch, because silent failures are the worst kind
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pytorch
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python
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machinelearning
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3 min read
Catching Deepfakes in Real-Time: A Spatial-Temporal Approach with EfficientNet-B0 and Bi-LSTM
Sarvagya Jaiswal
Sarvagya Jaiswal
Sarvagya Jaiswal
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Mar 15
Catching Deepfakes in Real-Time: A Spatial-Temporal Approach with EfficientNet-B0 and Bi-LSTM
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computervision
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machinelearning
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python
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3 min read
Standard Transformer Attention vs. Attention-Residuals: A Practical Comparison
Alan West
Alan West
Alan West
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Mar 21
Standard Transformer Attention vs. Attention-Residuals: A Practical Comparison
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transformers
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deeplearning
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attentionmechanism
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pytorch
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5 min read
TorchAO vs ONNX Runtime: 8-bit Quantization Benchmark
TildAlice
TildAlice
TildAlice
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Feb 22
TorchAO vs ONNX Runtime: 8-bit Quantization Benchmark
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quantization
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llminference
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pytorch
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onnx
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1 min read
Don't Crash Your Body: Build a Real-Time Burnout Forecaster with PyTorch and InfluxDB ⌚️🔥
wellallyTech
wellallyTech
wellallyTech
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Feb 21
Don't Crash Your Body: Build a Real-Time Burnout Forecaster with PyTorch and InfluxDB ⌚️🔥
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machinelearning
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pytorch
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datascience
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4 min read
Compiling the Vision Encoder: Squeezing 3% More Throughput from Qwen3-VL on Hopper GPUs
Mayank Ketkar
Mayank Ketkar
Mayank Ketkar
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Feb 9
Compiling the Vision Encoder: Squeezing 3% More Throughput from Qwen3-VL on Hopper GPUs
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vllm
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pytorch
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gpu
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machinelearning
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11 min read
This dev built his own LLM from scratch
Michael Tiel
Michael Tiel
Michael Tiel
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Feb 5
This dev built his own LLM from scratch
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python
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nanogpt
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ai
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pytorch
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9 min read
Stop Leaking Your Vitals: Training Private AI Models with PyTorch and Opacus
Beck_Moulton
Beck_Moulton
Beck_Moulton
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Jan 30
Stop Leaking Your Vitals: Training Private AI Models with PyTorch and Opacus
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machinelearning
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python
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4 min read
Stop Coding Before You Crash: Predicting "Geek Burnout" with Real-time HRV and PyTorch 🧠💤
wellallyTech
wellallyTech
wellallyTech
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Jan 26
Stop Coding Before You Crash: Predicting "Geek Burnout" with Real-time HRV and PyTorch 🧠💤
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ai
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pytorch
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3 min read
How to Run MLPerf Llama 2 70B Training on AMD MI325X Without SLURM
Vincent Du
Vincent Du
Vincent Du
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Jan 17
How to Run MLPerf Llama 2 70B Training on AMD MI325X Without SLURM
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amd
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rocm
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machinelearning
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pytorch
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4 min read
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