Dontopedia

adaptive LR

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

adaptive LR has 7 facts recorded in Dontopedia across 4 references.

7 facts·6 predicates·4 sources

Mostly:matters over(1), beats cosine by ppl(1), beats(1)

Maturity scale raw canonical shape-checked rule-derived certified

Inbound mentions (1)

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contrastsWithContrasts With(1)

Other facts (6)

The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.

6 facts
PredicateValueRef
Matters OverCosine Decay[1]
Beats Cosine by Ppl+7[2]
BeatsCosine Lr[2]
OutperformsCosine[3]
Performance Delta+7 PPL[3]
Rdf:typeFeature[4]

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.

mattersOverblah/watt-activation/part-9
ex:cosine-decay
beatsCosineByPplblah/watt-activation/part-11
+7
beatsblah/watt-activation/part-11
ex:cosine-lr
labelblah/watt-activation/11
adaptive LR
outperformsblah/watt-activation/11
ex:cosine
performanceDeltablah/watt-activation/11
+7 PPL
typeblah/watt-activation/9
ex:Feature

References (4)

4 references
  1. [1]Part 91 fact
    ctx:discord/blah/watt-activation/part-9
  2. [2]Part 112 facts
    ctx:discord/blah/watt-activation/part-11
  3. [3]113 facts
    ctx:discord/blah/watt-activation/11
    • full textwatt-activation-11
      text/plain3 KBdoc:agent/watt-activation-11/df3149bc-65c2-4ef8-baa7-51b2b1a934e4
      Show excerpt
      [2026-02-27 11:49] xenonfun: ``` │ Kuramoto as Coordination, Not Computation — Implementation Plan
  4. [4]91 fact
    ctx:discord/blah/watt-activation/9
    • full textwatt-activation-9
      text/plain3 KBdoc:agent/watt-activation-9/b3eaeadb-4d30-449a-926d-ac2cf3ed101d
      Show excerpt
      [2026-02-27 01:34] xenonfun: (files: Screenshot_2026-02-26_at_8.34.13_PM.png) [2026-02-27 02:10] xenonfun: ``` +**Conclusion**: The phase-gated no-FFN architecture is the correct design. The mixer should be the sole sequence+channel mixing

See also

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