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feat(model-ports): add smallthinker_4ba0_6b - #218

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DarthCeltic:port-smallthinker
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feat(model-ports): add smallthinker_4ba0_6b#218
DarthCeltic wants to merge 2 commits into
aifoundry-org:mainfrom
DarthCeltic:port-smallthinker

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@DarthCeltic

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Adds PowerInfer/SmallThinker-4BA0.6B-Instruct (Apache-2.0, 4B-total/0.6B-active MoE) as a new model-port claim, introducing the SmallThinker execution family — an architecture purpose-built for on-device local deployment.

Self-converted GGUF (no pre-made quant existed), hosted on Hugging Face (darthceltic85/smallthinker-4ba0.6b-gguf) since the 4.55GB file exceeds GitHub's 2GB release-asset limit. Locally verified: arch=smallthinker loads cleanly (32 experts, 4 active/token), clean 1640-node compute graph, real PPL = 14.2763 +/- 2.93 against WikiText-2.

Full provenance in ported_models/smallthinker_4ba0_6b/docs/RECIPE.md.

@DarthCeltic
DarthCeltic requested a review from AFOliveira as a code owner July 26, 2026 05:10
@github-actions github-actions Bot added track: model-ports Global approved model ports prize track: community Community support and ecosystem contributions labels Jul 26, 2026
@AFOliveira

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SmallThinker still needs a real full-offload ET-SoC1 execution and a committed deterministic oracle/expected output with an explicit comparison threshold. Host loading and CPU PPL alone are insufficient. Please also ensure the hosted GGUF is pinned by immutable revision + verified SHA256/size/license. Maintainers will then review/adopt the identity/contract and runner policy.

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