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Dario Salvati

Dario Salvati

A surgeon for Machine Learning models.

Recent

The Machine Learning Surgeon's Guide to Quantization: Precision Cuts for Smarter Models
26 mins
Quantization Inference Optimization
The Operating Room Setup
9 mins
Setup Cuda Cpp Libtorch
Dissecting torch.compile: Surgical Precision in PyTorch Optimization
23 mins
Torch-Compile Compiler
A quick incision: ten minutes to RAG
8 mins
Rag Llm Vector-Db
Performing Kernel Surgery: Profiling CUDA Kernels with NVIDIA Nsight Compute
9 mins
Cuda Profiling Optimization
A Machine Learning Surgeon’s Toolkit: Advanced Matrix Multiplication in CUDA
16 mins
Cuda Gpu Optimization Matrix-Multiplication