UltraData: OpenBMB's tiered data stack, from raw web to deep-thinking SFT

Dataset notes

Notes on OpenBMB's UltraData collection — an L0–L4 data pyramid (Ultra-FineWeb, UltraData-Math, UltraData-SFT) battle-tested on MiniCPM5-1B and released open.