Researchers Debate Whether Post-Train Long-Tail Rollouts Need High Token Throughput

YouJiacheng argued that long-tail rollouts in post-training require high tokens-per-second throughput, as a few very long generation trajectories dominate overall efficiency. teortaxesTex countered that this is not strictly necessary, sparking debate over the role of inference throughput in post-training.

2026-11-07 ~ 2026-11-07 · 2 related posts

• YouJiacheng: post-training needs high tps for long-tail rollouts — YouJiacheng · 2026-11-07
• Researchers debate whether long-tail post-training rollouts really need high token throughput — teortaxesTex · 2026-11-07