WaveCut/DeepSeek-V4-Flash-0731-REAM-calibration-stats

DeepSeek-V4-Flash-0731 — expert calibration statistics (REAM line) Layerwise routed-expert statistics of deepseek-ai/DeepSeek-V4-Flash-0731 (43 MoE layers × 256 experts), collected by running the full model over a ~4.9M-token multi-domain calibration mix (multi-turn dialogs, thinking and direct modes, rendered with the model's own chat encoder). These are the statistics behind the REAM144/96 release line — published so that expert selection, pruning, merging and routing research… See the full description on the dataset page: https://huggingface.co/datasets/WaveCut/DeepSeek-V4-Flash-0731-REAM-calibration-stats.