Archive 1 checkpoints (1-1)
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paper-releases/pbisc-diffusion/updates/20261006T033406Z-bulkonly-lora5-k1000/diffusion/metadata/NOTE.md
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# PBISC-diffusion update 20261006T033406Z-bulkonly-lora5-k1000
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Bulk-only LoRA-5 cells at K = 1,000 (plans/bulkonly_lora5_20261006, 2026-10-06, user request): the five few-pair LoRA-5 draws generated 1,500 cells per sample for the bulk samples without a single-cell partner (Ye 2026 sepsis 122, Imperial ESKD COVID 164); Poisson read-out + frozen f01common scANVI labels; paired-test calibration layer; 7-lens multi-agent discovery with two adversarial verifiers per finding (sepsis 18 findings, Imperial 21; 0 confirmed in either; no new population beyond the bulk); shared on Cloudflare R2 (private bucket, presigned links). Inference outputs registered as locations. R2 share: r2://pbisc-data-private/shares/bulkonly_lora5_20261006/ (sha256 of every object in share/SHA256SUMS).
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Payload states are recorded as supplied. Inference locations are pointers, not archived generated outputs.
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