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| Run | Score | Author | Summary | Date | Info |
|-----|------:|--------|---------|------|------|
+| Muon WD + 10 layer | 1.1748 | notapplica | Includes prev. wins + Spectral embed init + resid mix | 2026-03-19 | [info](records/track_10min_16mb/2026-03-19_SlidingWindow_FP16Emb_10L_MuonWD_OvertoneInit/README.md) |
| Sliding Window Eval | 1.1925 | Matthew Li | Sliding window evaluation at stride=64, increasing context for eval | 2026-03-19 | [info](records/track_10min_16mb/2026-03-19_SlidingWindowEval/README.md) |
| 4k seq length| 1.2014 | Spokane Way | 4k seq length + better hypers | 2026-03-19 | [info](records/track_10min_16mb/2026-03-18_LongContextSeq2048/README.md) |
| 2048 seq length | 1.206 | Spokane Way | 2048 seq length (train + val) | 2026-03-18 | [info](records/track_10min_16mb/2026-03-18_LongContextSeq2048/README.md) |