tinymind-native-8b-remote-handoff/run_remote_8b_target.ps1

# Run inside the extracted remote bundle on a CUDA host.
Set-Location /content/tinymind_remote/bundle
python -m train.cli native-axiom-regenesis-train --dataset /content/tinymind_remote/bundle/data/omni_round_curriculum.jsonl --out-dir /content/tinymind_axiom_regenesis_8b_target --max-steps 50000 --eval-records 256 --limit-records 10000 --dim 2816 --layers 48 --lanes 64 --seq-len 1024 --vocab-size 4096 --tokenizer-mode char_v1 --virtual-dim 1048576 --basis-rank 256 --facets 64 --learning-rate 1.2e-05 --train-batch-size 1 --device cuda
python -m train.cli native-baseline-probe --out-dir /content/tinymind_axiom_regenesis_8b_probe --native-checkpoint /content/tinymind_axiom_regenesis_8b_target/checkpoint.pt --baseline-report /content/tinymind_remote/bundle/baseline/deep_core_probe_report.json --max-new-tokens 160 --device cuda
python -m train.cli native-broad-probe --out-dir /content/tinymind_axiom_regenesis_8b_broad_probe --native-checkpoint /content/tinymind_axiom_regenesis_8b_target/checkpoint.pt --max-new-tokens 192 --device cuda