# Workshop Setup: uv, PyTorch 2.5+, CUDA, WSL2, Mac MPS, Triton, FlashAttention, Nsight

> Source: https://sukruyusufkaya.com/en/learn/llm-muhendisligi/atolye-kurulumu-uv-pytorch-cuda-wsl2
> Updated: 2026-05-13T13:00:22.363Z
> Category: LLM Mühendisliği
> Module: Module 0: Course Framework & Workshop Setup
**TLDR:** Modern Python + PyTorch + CUDA + Triton + FlashAttention + Nsight setup from scratch. Step-by-step for Linux, WSL2, macOS (Apple Silicon), Windows native. Why uv package manager beats pip/conda, sanity test.