Throughput observation more than a demo. Box and recording are sudoingX's on X, shared with his okay; I work on Ling at inclusionAI. He handed the web UI on his llama-server a 33-token prompt — build a gpu monitoring dashboard frontend, dummy data, premium design — and left it running. Ling-3.0-flas