RTX 3060

How to Test Llama 3.1 8B Quantizations on an RTX 3060 12 GB

Compare Q4_K_M, Q5_K_M, and Q6_K responsibly with pinned GGUF files, repeated llama-bench runs, measured VRAM, and retained quality tests.