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base repository: SKaiNET-developers/SKaiNET-research
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Commits on Aug 26, 2026

  1. model-footprint: multi-format fits-in-RAM CLI, parked for a stable co… 

    …re release

Standalone Kotlin/JVM CLI answering 'will this model fit on an embedded
device with limited memory and compute?' from headers/metadata only, in
seconds, for GGUF, safetensors and ONNX — before anyone invests a day
in converting it. Exit code 0 = fits, 1 = does not, 2 = bad input.

All analysis machinery lives in SKaiNET core (planInput per format,
PlannerProfile.EDGE, the ONNX external_data pricing —
SKaiNET-developers/SKaiNET#1169/#1170); this project is the CLI over
that API. The required APIs are newer than the published 0.40.1, so
this branch waits for the next stable core release; until then, core's
'./gradlew publishToMavenLocal -PsignAllPublications=false' makes it
build — verified: tests green and the installed binary answers a
512 MB synthetic safetensors at --profile edge --budget 2.1G with
'fits' from mavenLocal artifacts.

Idea and research questions: #5.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
    @michalharakal @claude
    michalharakal and claude committed Aug 26, 2026
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