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Model Evaluation 2026 04 23

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Model Evaluation 2026 04 23 has 16 facts recorded in Dontopedia across 1 reference.

16 facts·16 predicates·1 sources

Mostly:rdf:type(1), has layer count(1), dead layer count(1)

Maturity scale raw canonical shape-checked rule-derived certified

Other facts (16)

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16 facts
PredicateValueRef
Rdf:typeModel Evaluation Report[1]
Has Layer Count20[1]
Dead Layer Count0[1]
Has Dead Layer Threshold0.01[1]
Contribution Ratio Range34-157%[1]
Gate Collapse Presentfalse[1]
Gate Sigma Range0.449-0.708[1]
Has Gate Sigma VariableAlpha Parameter[1]
Actively Residualizingtrue[1]
Multi Scale Gamma Coveragefull[1]
Coupling Stateactively used[1]
Coupling Stuck Near Zerofalse[1]
Global Adjacency Sparsity0[1]
Frequency Prior Developmentstronger in later layers[1]
Architectural Issuefalse[1]
Has Weak Topicalitytrue[1]

Timeline

Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.

typeblah/watt-activation/683
ex:ModelEvaluationReport
hasLayerCountblah/watt-activation/683
20
deadLayerCountblah/watt-activation/683
0
hasDeadLayerThresholdblah/watt-activation/683
0.01
contributionRatioRangeblah/watt-activation/683
34-157%
gateCollapsePresentblah/watt-activation/683
false
gateSigmaRangeblah/watt-activation/683
0.449-0.708
hasGateSigmaVariableblah/watt-activation/683
ex:alpha-parameter
activelyResidualizingblah/watt-activation/683
true
multiScaleGammaCoverageblah/watt-activation/683
full
couplingStateblah/watt-activation/683
actively used
couplingStuckNearZeroblah/watt-activation/683
false
globalAdjacencySparsityblah/watt-activation/683
0
frequencyPriorDevelopmentblah/watt-activation/683
stronger in later layers
architecturalIssueblah/watt-activation/683
false
hasWeakTopicalityblah/watt-activation/683
true

References (1)

1 references
  1. [1]68316 facts
    ctx:discord/blah/watt-activation/683
    • full textwatt-activation-683
      text/plain3 KBdoc:agent/watt-activation-683/1d89c3e1-d173-4432-968b-898b740f9ed3
      Show excerpt
      [2026-04-23 17:37] xenonfun: All 20 layers healthy — no issues. - Zero dead layers. Contribution ratio range: 34-157% (dead threshold is <1%). L0 dominates (157%) as expected input-conditioner; L1-L19 all 34-94%. - No gate collapse. α

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