Dontopedia

Validation Perplexity

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)

Validation Perplexity has 6 facts recorded in Dontopedia across 3 references.

6 facts·5 predicates·3 sources

Mostly:rdf:type(1), has value range(1), has behavior(1)

Maturity scale raw canonical shape-checked rule-derived certified

Inbound mentions (4)

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hasMetricHas Metric(1)

hasTopicHas Topic(1)

performsExplanationPerforms Explanation(1)

reportsMetricReports Metric(1)

Other facts (5)

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5 facts
PredicateValueRef
Rdf:typeTopic[1]
Has Value Range350.1-349.6[2]
Has BehaviorLinear Behavior[2]
Value349.9[3]
Documented Value349.6[3]

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/41
ex:Topic
labelblah/watt-activation/41
Validation Perplexity
hasValueRangeblah/watt-activation/193
350.1-349.6
hasBehaviorblah/watt-activation/193
ex:linear-behavior
valueblah/watt-activation/196
349.9
documentedValueblah/watt-activation/196
349.6

References (3)

3 references
  1. [1]412 facts
    ctx:discord/blah/watt-activation/41
    • full textwatt-activation-41
      text/plain2 KBdoc:agent/watt-activation-41/72feaad1-da4d-405f-9a39-dc01405b6065
      Show excerpt
      [2026-03-07 04:39] xenonfun: ### Validation Perplexity: The gold standard for "best" tracking is eval loss on a held-out set — data the model never trains on. You periodically pause, run the model over the val set with no gradient upda
  2. [2]1932 facts
    ctx:discord/blah/watt-activation/193
    • full textwatt-activation-193
      text/plain3 KBdoc:agent/watt-activation-193/b982ee37-c42f-49ed-bcc9-0f5b6259a2c9
      Show excerpt
      [2026-03-10 04:26] lisamegawatts: if its now unfrozen, try the energy loss one [2026-03-10 04:26] xenonfun: ``` Root cause: The loss-gradient-derived coupling update is structurally anti-synchronizing. Coupling should be driven by Kuramoto
  3. [3]1962 facts
    ctx:discord/blah/watt-activation/196
    • full textwatt-activation-196
      text/plain3 KBdoc:agent/watt-activation-196/365c341f-1760-47af-88b6-891859135088
      Show excerpt
      [2026-03-10 05:43] xenonfun: ⏺ Fine-tune works correctly: val ppl 349.9 — matching the documented 349.6 result. The r_kan=0.5 fix is confirmed stable for fine-tuning. [2026-03-10 05:45] xenonfun: Current state: - Committed: 14cd0c6 — KAN

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