ATOM (atom-ai): code snapshot (100fae0 + batched-train), README with measured numbers, curated checkpoints (part 3)
969c687 verified Download docs/artifacts/multi_atom_ring/summary.json from thefinalboss/atom-ai: direct link, hf CLI and curl.
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- Download file 676 Bytes
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https://huggingface.co/thefinalboss/atom-ai/resolve/main/docs/artifacts/multi_atom_ring/summary.json
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hf download hf://thefinalboss/atom-ai/docs/artifacts/multi_atom_ring/summary.json
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curl -L -o summary.json https://huggingface.co/thefinalboss/atom-ai/resolve/main/docs/artifacts/multi_atom_ring/summary.json
676 Bytes
| { | |
| "timestamp_local": "2026-09-18 18:05:43 PT", | |
| "mechanism": "multi_atom_payload_ring", | |
| "fix": "atom_flush_every 256->0 (default + train)", | |
| "start_step": 3483000, | |
| "end_step": 3498000, | |
| "run_steps": 15000, | |
| "logits_cos": 0.998685, | |
| "alpha_cos": 0.615816, | |
| "atoms_during_train": 1, | |
| "chat_coherent_fr": false, | |
| "verdict": "STOP \u2014 still noise; logits cos\u22480.999; flush=0 did not de-homogenize (MERGE keeps atoms=1)", | |
| "next_hypothesis": "Disable MERGE on chat/probe ingest (train MERGE stays at thr=0.45) so prompt packets remain distinct living atoms for \u03b1-gated payload copy-bias.", | |
| "checkpoint": "checkpoints/atom_native_chat/atom_native.pt" | |
| } | |