# Fractus training FROZEN
**Frozen at:** 2026-08-18T04:18:24.322592+00:00

| GPU | tokens | ema_tf |
|-----|--------|--------|
| 0 | 15,585,280 | 8.226 |
| 1 | 15,984,640 | 9.44 |
| 2 | 15,708,160 | 9.404 |
| 3 | 17,315,840 | 13.671 |
| 4 | 15,769,600 | 39.887 |
| 5 | 15,872,000 | 23.703 |
| 6 | 16,087,040 | 23.52 |
| 7 | 17,408,000 | 26.869 |

Resume from FROZEN_RESUME_MANIFEST.json START_TOKEN per GPU. Phase2 shards on HF dataset.