What 57 LLM Benchmark Runs on an AMD Instinct MI300X Taught Me About VRAM, Throughput, and QuantizationHow much VRAM does a model actually need? How does model size affect generation speed? Does quantization always reduce memory? Does lower precision always make inference faster? I wanted to answer the13AOct 3 · 7 min readvedantjadhav.hashnode.dev
