REINFORCE Zero · importance-weight deviation D3
D3 is the per-update mean of w − 1 − log w, which is 0 when every importance weight w is 1. Bars show its peak over the run divided by its median.
DeepSeek-R1-Distill-Qwen-1.5B, two asynchronous runs · REINFORCE Zero, Table 2