Production run 1/3 (job vista:823129, 2026-07-11/12, 8h TIMEOUT by design, steps 1-15 of 40). First 30B run with working entropy regularization at 28-trainer scale. Val task_reward: 0.527(s0) 0.553(s3) 0.520(s6) 0.520(s9) 0.553(s12) 0.613(s15) — step-15 val 0.613 is the ALL-TIME HIGH across all 30B runs (prev best faithful 0.600), on a rising trend. Entropy stable 0.21-0.44 all 15 steps, zero collapses. Beats ctxgraph zero-shot… See the full description on the dataset page:
https://huggingface.co/datasets/lingchensanwen/browsecomp-ctxgraph-30b-rl-fusedent-prod-metrics-v1.
