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Document step-3000 weights and optimizer shards; extend checksum manifest

Optimizer state at step 3000: 8 FSDP shards, world size 8 (resume, not restart)

step 3000 (latest.pt, carries EMA) — the comparison arm for checkpoint selection

LiveWan step 2250: checkpoint, prompt bank, four evaluation worlds, samples

initial commit