Release 0.51.0 - #1212
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Release 0.51.0#1212
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…ce docs The release entry for the ternary/off-heap-storage + AOT-conversion arc (#1202/#1203/#1207/#1211): CHANGELOG gets the full technical writeup; README's "What's New" is trimmed to a short, current-release-only highlight list pointing to CHANGELOG.md for full history instead of carrying the growing "Previously, in ..." cascade inline (it had grown back to 0.38.0). BOM coordinate and the Android classifier tutorial's dependency snippet bumped to 0.51.0; docs/antora.yml's skainet_version likewise (both had drifted at 0.49.0 across the 0.50.0 release). Kernel-support matrix and operator reference regenerated at 0.51.0.
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Gitflow release branch: version bump, CHANGELOG, and README highlights for 0.51.0 — ternary/
BitNet weights join the memory-mapped weight story 0.50.0 started for every other quant format.
Headline: off-heap storage removes the Android ART heap-cap OOM risk for ternary weights, a
SEQUENTIAL-layout (NeoGPU-converted) GGUF now gets a true zero-copy mmap load with no repack atall, and a new AOT converter (
I2sAotConverter) lets a build that owns its model pipeline paythe repack cost once, offline. See
CHANGELOG.md's 0.51.0 entry for the full technical writeup(#1202, #1203, #1207, #1211).
Merging to
main/ tagging is deferred — this PR only brings the release commits back intodevelop, matching the 0.50.0 gitflow shape.What changed
CHANGELOG.md: full 0.51.0 entryREADME.md: "What's New" trimmed to a short, current-release-only highlight list pointing toCHANGELOG.mdfor full history (it had grown into a "Previously, in ..." cascade back to0.38.0); BOM coordinate + Android classifier tutorial dependency snippet bumped
docs/antora.yml:skainet_versionbumped (had drifted at 0.49.0 across the 0.50.0 release)gradle.properties:VERSION_NAME=0.51.0Test plan
./gradlew generateKernelMatrix generateDocsre-run after the version bump so generateddocs stamp 0.51.0, not the pre-bump 0.50.0
develop