GPU development and optimization tutorials# Explore GPU kernel development, profiling, and optimization techniques. Quark MXFP4 quantization for vLLM GPU kernel development and assessment with Helion MLA decoding kernel of AITER library Kernel development and optimization with Triton Profiling Llama-4 inference with vLLM FP8 quantization with AMD Quark for vLLM FP8 GEMM optimization on AMD CDNA4-based GPUs