Artifacts
What each model built on each task, shown on the held-out cases it was graded on.
B300 attention engine
Every model sped up a gated-attention engine for training, prefill and decode on a B300, and every output must match the reference, so only the time differs. The race replays the graded timing on the 48 hidden test workloads the reward is computed on.