docs(card): estate audit 2026-09-25 — honest labels, dead links, metadata (#1)

fix: generate_plan tok.decode batch bug -> batch_decode; prior fp16 scores void

Add per-repo CycloneDX BOM (canonical registry: datasets/SZLHOLDINGS/model-bom)

Add per-repo CycloneDX BOM (canonical registry: datasets/SZLHOLDINGS/model-bom)

Materialize declared Apache-2.0 license

chore(receipt): chaski-r2 unique Unsloth A10G MEASURED — eval none-this-run

chore(receipt): chaski-5050 unique Unsloth A10G MEASURED — eval none-this-run

chore(receipt): chaski unique Unsloth A10G MEASURED — eval none-this-run

chore(receipt): WILLAY unique Unsloth A10G MEASURED — eval none-this-run

chore(receipt): chaski-5050 unique Unsloth MEASURED loss

chore(receipt): chaski unique Unsloth MEASURED loss

chore(receipt): chaski-r2 unique Unsloth MEASURED loss

chore(receipt): willay unique Unsloth MEASURED loss

feat(train): unique Unsloth GPU trainer per organ — Jobs, not this CPU box

recipe(atelier): Unsloth profiles RECIPE not MEASURED — energy UNAVAILABLE

code(atelier): receipted Unsloth v2 profiles — not a GPU retrain

code(atelier): receipted Unsloth v2 profiles — not a GPU retrain

code(atelier): CPU silhouette trainer — not a 1.5B retrain

atelier: one-of-one card — cut, silhouette, GitHub Python. YAML preserved.

WILLAY: drop trackio (parquet hook bug), push clean

Fix doctrine dataset load (explicit jsonl)

Add WILLAY refusal-specialist SFT training script

initial commit