docs+code: decode surgery I window-64 anti-copy 2026-08-28

docs: QuickPod 8x5090 exact-token resume 2026-08-28

Upload README.md with huggingface_hub

v3 trainer + English docs + production x8 results

docs: optimized training path note (open-heart equivalence)

docs: add Vision section — tick_vec multimodal path + CIFAR-10 eyes prototype

docs: update model card — live 8-GPU phase-2 status, surgeries A-G, trusted loss (tf/ss/AR), adapted Chinchilla target, composable checkpoints, refuted EDT/Forward-Forward, honest generation state

Upload README.md with huggingface_hub

Upload README.md with huggingface_hub

Upload README.md with huggingface_hub

Upload README.md with huggingface_hub

Upload README.md with huggingface_hub

Upload README.md with huggingface_hub

README: remove unsupported single-GPU full-corpus path — multi-GPU shard+merge only

Update training section: multi-GPU shard workflow, interruptible training, current run status

Upload folder using huggingface_hub

Upload README.md with huggingface_hub

Upload README.md with huggingface_hub

Upload README.md with huggingface_hub

Upload README.md with huggingface_hub