| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| C4 | HTMuon | Perplexity16.79 | 12 | 1mo ago | |
| FineWeb-Edu (val) | mHC | BPB0.861 | 8 | 1mo ago | |
| FineWeb-Edu (train) | mHC | Training Loss2.964 | 8 | 1mo ago | |
| PleIAs SYNTH (val) | ALPHALAB + Opus 4.6 | BPB (Validation)0.7578 | 5 | 5d ago | |
| 500-shard corpus (val) | Opus | Validation BPB0.758 | 3 | 5d ago |
