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Pod state live — 2026-08-17T23:50:38.680454+00:00

Training

  • Phase: phase2 (raw HF dataset tokenized)
  • 8x RTX 5090, BATCH=2, SEQ=128, LR=7e-4, SS_RATE=0.25
  • Shard: data/shard_phase2_gpu{0-7}.npy (~430M tokens each, memmap)
  • Total phase2 corpus: 3,439,171,703 tokens
  • Weights continuous from phase1 (~11M tokens on 1.52B .pt corpus)

Anti re-ingest

  • Phase1 stream (1.52B pt) separate from phase2 (raw jsonl/gz)
  • RESUME_MANIFEST_8GPU.json tracks offsets
  • PHASE_SWITCH.json records switch timestamp

Artifacts on HF

  • Model repo thefinalboss/fractus-cte: checkpoints, scripts, docs
  • Dataset repo thefinalboss/fractus-datasets: original + phase2 tokenized npy shards

Do not destroy pod