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chore(master): release 0.230.0
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.release-please-manifest.json

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".": "0.229.2"
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".": "0.230.0"
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}

CHANGELOG.md

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## [0.230.0](https://github.com/ooples/AiDotNet/compare/v0.229.2...v0.230.0) (2026-07-07)
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### Features
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* **checkpoint:** typed model-state restore via ICheckpointableModel sidecar ([#1811](https://github.com/ooples/AiDotNet/issues/1811)) ([e5395d8](https://github.com/ooples/AiDotNet/commit/e5395d8d4298108de3fff9054ddb21159c2addbc))
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* **facade:** pluggable credit-assignment rules (Feedback Alignment / DFA / Sign-Symmetric) ([#1805](https://github.com/ooples/AiDotNet/issues/1805)) ([e5f25be](https://github.com/ooples/AiDotNet/commit/e5f25be7304c896b90583bc3cfd5ac14171783ed))
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* **licensing:** asymmetric public-key signatures (aidn2) — replace extractable symmetric HMAC ([#1808](https://github.com/ooples/AiDotNet/issues/1808)) ([794c717](https://github.com/ooples/AiDotNet/commit/794c717ad52c53f390f6ad5a79f35a99179d53aa))
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* **metrics:** language-model perplexity + top-k accuracy metrics ([#1791](https://github.com/ooples/AiDotNet/issues/1791)) ([b09e399](https://github.com/ooples/AiDotNet/commit/b09e399eec3119fddefb18b27d0617d5294f2070))
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### Bug Fixes
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* **ci:** green Diffusion ModelFamily shards — fix DeepFloydIF shape + defer verified foundation-scale OOM models ([#1706](https://github.com/ooples/AiDotNet/issues/1706)) ([#1758](https://github.com/ooples/AiDotNet/issues/1758)) ([3522f76](https://github.com/ooples/AiDotNet/commit/3522f76ff4c3fbe62ba54030da8d6efb2159a3dc))
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* **diffusion:** preserve fp16-resident weights across clone/param round-trip ([#1764](https://github.com/ooples/AiDotNet/issues/1764)) ([#1788](https://github.com/ooples/AiDotNet/issues/1788)) ([c6f0aee](https://github.com/ooples/AiDotNet/commit/c6f0aee5af354589bbb2af08e629b13d0b5f623f))
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* **facade:** revert unneeded transformer routing; assert REAL learning ([#1803](https://github.com/ooples/AiDotNet/issues/1803)) ([35d55f1](https://github.com/ooples/AiDotNet/commit/35d55f114a29791891aa1b2281356ef36ab9c721))
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* **license:** only classify aidn. keys as offline-HMAC when the signature is 32 bytes ([#1807](https://github.com/ooples/AiDotNet/issues/1807)) ([9e71dea](https://github.com/ooples/AiDotNet/commit/9e71dea6a23a504d2f5a9b14c0078188bda76a56))
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* **licensing:** require a prior successful online validation before honouring ValidationPending ([#1802](https://github.com/ooples/AiDotNet/issues/1802)) ([d1afcd0](https://github.com/ooples/AiDotNet/commit/d1afcd0769622e5356f9ee7e8de8797f6f4d2b0c))
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* **optimizer:** bump Tensor.Version after in-place tape Step so GPU re-uploads updated weights ([#1810](https://github.com/ooples/AiDotNet/issues/1810)) ([ca3a1e8](https://github.com/ooples/AiDotNet/commit/ca3a1e8e6057624e804592af7afdcd1cdc67e1d6))
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### Performance
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* activate TensorArena for training across all model paths (zero-alloc) ([#1809](https://github.com/ooples/AiDotNet/issues/1809)) ([a39fb1b](https://github.com/ooples/AiDotNet/commit/a39fb1bae59b737904696e94b03ff2452c06c4e6))
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* **optimizer:** parallelize eager Adam Step across parameters ([#1806](https://github.com/ooples/AiDotNet/issues/1806)) ([0b3adac](https://github.com/ooples/AiDotNet/commit/0b3adac800f0804534519eec16be7f08d0deb213))
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## [v0.207.0] - 2026-05-21
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_Release v0.207.0_
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## [v0.0.1-preview] - 2023-09-23 (pre-release)
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See https://github.com/ooples/AiDotNet/releases/tag/v0.0.1-preview
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