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release: prepare 0.62.1 -- native packed-kernel binding fix - #1438

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michalharakal merged 1 commit into
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michalharakal:release/0.62.1
Oct 21, 2026
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michalharakal merged 1 commit into
SKaiNET-developers:developfrom
michalharakal:release/0.62.1

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Release 0.62.1: the native packed-kernel binding fix, from develop head.

One commit, the release bump: CHANGELOG [0.62.1] - 2026-10-21 wrapping everything develop holds since 0.62.0 — the fix of #1436 as the headline (the FFM bindings of the Q8_0 / Q4_0 / Q5_0 / Q5_1 kernels copied a zero-filled staging buffer back from index 0, so a product served row by row kept only its last row; single-row decode was never affected, any quantize-at-load encoder on the JVM with skainet-backend-native-cpu on the classpath was), the YOLO move-out (#1437: skainet-model-yolo removed, Letterbox / BoundingBox / nonMaxSuppression stay in skainet-data-media, ModelArchitecture.YOLO deprecated), the StableHLO softmax axis and logSoftmax fixes, the Flexibility at every compile stage page (#1432) and the SKEEP-008 draft (#1434). VERSION_NAME, CITATION, Antora version, README bom coordinate, What's New (0.62.1 lead, the 0.62.0 bullets carried) and contributors, the Android tutorial coordinates; regenerated operator and kernel-support matrices (version stamp).

Verified locally: generateDocs with the HLO and backward coverage dumps, generateKernelMatrix, scripts/pr-gate.sh --quick. The full CI legs run here; tag 0.62.1 is pushed after the merge. SKaiNET-transformers 0.63.0 (PR #514) is pinned to 0.62.0 and works with 0.62.1 unchanged; the LayaMoE example's desktop Q8_0 lane needs this release.

CHANGELOG [0.62.1] - 2026-10-21 over everything develop holds since
0.62.0: the FFM Q8_0/Q4_0/Q5_0/Q5_1 binding fix (SKaiNET-developers#1436) as the headline,
the YOLO move-out (SKaiNET-developers#1437), the StableHLO softmax axis and logSoftmax fixes,
the compile-flexibility explanation (SKaiNET-developers#1432) and the SKEEP-008 draft (SKaiNET-developers#1434).
VERSION_NAME, CITATION, Antora version, README bom coordinate, What's New
and contributors, Android tutorial coordinates; regenerated operator and
kernel-support matrices.
@michalharakal
michalharakal merged commit 37a5c2e into SKaiNET-developers:develop Oct 21, 2026
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@michalharakal
michalharakal deleted the release/0.62.1 branch October 21, 2026 19:21
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