card: levered2/ — gather-first embedding, int4 PLE, fp16 head

model card: standard structure, measured facts, verified license declarations

README: ring3 per-layer-type SDPA bundles

README: ring bundles

docs: stable/ measured — memory fix confirmed, capacity-16384 decode cost makes it non-deployable as shipped

prune: remove superseded/non-functional artifacts

prune: remove superseded/non-functional artifacts

docs: stable/ folders in Status, oracle verification line, known-issue points at available fix

README: stable bundles

docs: correct known-issue mechanism (shape-signature specialization cache, guided affected equally at depth)

docs: refresh measured performance (local retest 2026-08-18)

docs: descriptive model card

docs: descriptive model card

README: w4a8 bundles

README: ctx16384 bundles

README: ctx8192 bundles

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