LLM benchmark scores

Filling Qwen 3.8 27B's native context costs about as much memory as its weights

Alibaba's 27B scores 52 on the Artificial Analysis index from a 17GB quantized file. Filling its 262,144-token window needs roughly 16 GiB of KV cache on top of that, so the file size is the smaller half of the sizing question.