atom-ai / docs /artifacts /mix_long_memory /driver_default_args_check.txt

ATOM (atom-ai): code snapshot (100fae0 + batched-train), README with measured numbers, curated checkpoints (part 3)

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ARGS: -u tools/run_atom_native.py --stream --data-glob data/corpus_fr_medium*.txt --loop-shards --chunk-bytes 65536 --stream-skip-packets -495000 --resume x.pt --output-dir OUT --checkpoint-name atom_native_step_9000_s.pt --steps 8000 --d-model 32 --n-modes 32 --n-atoms-max 64 --max-span-bytes 1 --field-obligatory-hard --no-enable-merge --no-payload-copy --last-atom-readout --efference-every 0 --learning-rate 1e-3 --surface-learning-rate 1e-3 --seed 20260913 --atom-flush-every 64 --episode-length 8000 --episode-reset --slow-every 1 --field-loss-weight 0.05 --field-contrast-weight 0 --allow-parallel-train --last-atom-dropout 0.5 --field-leak 0.05 --field-bptt 64 --field-leak-learnable
ARGS: -u tools/run_atom_native.py --stream --data-glob data/corpus_fr_medium*.txt --loop-shards --chunk-bytes 65536 --stream-skip-packets -487000 --resume OUT/atom_native_step_9000_s.pt --output-dir OUT --checkpoint-name atom_native_step_17000_s.pt --steps 8000 --d-model 32 --n-modes 32 --n-atoms-max 64 --max-span-bytes 1 --field-obligatory-hard --no-enable-merge --no-payload-copy --last-atom-readout --efference-every 0 --learning-rate 1e-3 --surface-learning-rate 1e-3 --seed 20260913 --atom-flush-every 64 --episode-length 8000 --episode-reset --slow-every 1 --field-loss-weight 0.05 --field-contrast-weight 0 --allow-parallel-train --last-atom-dropout 0.5 --field-leak 0.05 --field-bptt 64 --field-leak-learnable
old==new: identical

	ARGS: -u tools/run_atom_native.py --stream --data-glob data/corpus_fr_medium*.txt --loop-shards --chunk-bytes 65536 --stream-skip-packets -495000 --resume x.pt --output-dir OUT --checkpoint-name atom_native_step_9000_s.pt --steps 8000 --d-model 32 --n-modes 32 --n-atoms-max 64 --max-span-bytes 1 --field-obligatory-hard --no-enable-merge --no-payload-copy --last-atom-readout --efference-every 0 --learning-rate 1e-3 --surface-learning-rate 1e-3 --seed 20260913 --atom-flush-every 64 --episode-length 8000 --episode-reset --slow-every 1 --field-loss-weight 0.05 --field-contrast-weight 0 --allow-parallel-train --last-atom-dropout 0.5 --field-leak 0.05 --field-bptt 64 --field-leak-learnable
	ARGS: -u tools/run_atom_native.py --stream --data-glob data/corpus_fr_medium*.txt --loop-shards --chunk-bytes 65536 --stream-skip-packets -487000 --resume OUT/atom_native_step_9000_s.pt --output-dir OUT --checkpoint-name atom_native_step_17000_s.pt --steps 8000 --d-model 32 --n-modes 32 --n-atoms-max 64 --max-span-bytes 1 --field-obligatory-hard --no-enable-merge --no-payload-copy --last-atom-readout --efference-every 0 --learning-rate 1e-3 --surface-learning-rate 1e-3 --seed 20260913 --atom-flush-every 64 --episode-length 8000 --episode-reset --slow-every 1 --field-loss-weight 0.05 --field-contrast-weight 0 --allow-parallel-train --last-atom-dropout 0.5 --field-leak 0.05 --field-bptt 64 --field-leak-learnable
	old==new: identical