12B v3 manifest: register the verify role

card: tiered-v3/ — an fp16 vocab path, seven rungs, prefill and verify

tiered-v3/ — an fp16 vocab path, seven rungs, prefill and verify

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

tiered: ladder README (staged status, digests, per-rung requirements)

tiered: 7-rung capacity ladder (4k-256k), shape-stable windowed KV - staged, unmeasured on device

dense2in: add the missing tokenizer/generation_config.json (fix by addition; byte-identical to the file the two dense2in-pf64 folders already ship)

docs: expected shape-specialization memory-growth note (sibling-measured, unverified here)

prune: remove superseded/non-functional artifacts

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

docs: descriptive model card

README: dense2in-int8 bundles

Add dense2in-int8/gemma4_12b_qat_decode_int8lin_pf64

README: dense2in-pf64 bundles

Add dense2in-pf64/gemma4_12b_qat_decode_int4linsym_pf64

README: dense2in bundles

Add dense2in/gemma4_12b_qat_decode_int4linsym

Add gemma4_12b_qat_decode_int4linsym_msdpa_g8

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initial commit