Dontopedia

Cosine Schedule

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-11.)

Cosine Schedule has 10 facts recorded in Dontopedia across 4 references, with 1 live disagreement.

10 facts·7 predicates·4 sources·1 in dispute

Mostly:rdf:type(3), is still decaying(1), has performance result(1)

Maturity scale raw canonical shape-checked rule-derived certified

Inbound mentions (9)

Other subjects in dontopedia point AT this entity as a value. These are inverse relationships — e.g. "X motherOf this subject" — and answer questions the forward facts can't. Grouped by predicate.

involvesSchedulerInvolves Scheduler(2)

usesLrModeUses Lr Mode(2)

comparesCompares(1)

describesMechanismDescribes Mechanism(1)

hasConflictCauseHas Conflict Cause(1)

includesTechniqueIncludes Technique(1)

scheduleTypeSchedule Type(1)

Other facts (9)

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.

9 facts
PredicateValueRef
Rdf:typeLr Scheduler[2]
Rdf:typeLr Mode[3]
Rdf:typeSchedule[4]
Is Still Decayingnull[1]
Has Performance Result2.217[3]
Starts at Full Lrtrue[3]
Decays Latertrue[3]
Behaviorpushes harder early[3]
Efficacywhen the model needs it most[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.

isStillDecayingblah/watt-activation/part-38
null
typeblah/watt-activation/39
ex:LRScheduler
typeblah/watt-activation/340
ex:LrMode
hasPerformanceResultblah/watt-activation/340
2.217
startsAtFullLrblah/watt-activation/340
true
decaysLaterblah/watt-activation/340
true
behaviorblah/watt-activation/340
pushes harder early
efficacyblah/watt-activation/340
when the model needs it most
typebeam/c9e2838c-b8a4-4591-969b-ee77610720de
ex:Schedule
labelbeam/c9e2838c-b8a4-4591-969b-ee77610720de
Cosine Schedule

References (4)

4 references
  1. [1]Part 381 fact
    ctx:discord/blah/watt-activation/part-38
  2. [2]391 fact
    ctx:discord/blah/watt-activation/39
    • full textwatt-activation-39
      text/plain2 KBdoc:agent/watt-activation-39/6b4d3f3f-4e33-425b-ac68-e2b4c3c1884e
      Show excerpt
      [2026-03-07 03:22] xenonfun: 130K: Prompt: 'virtue is' Generated: 'Fin, I said, what is to say, what is the subject of God' [2026-03-07 03:27] xenonfun: LLRD wins on best loss by 0.0127. Now fire the group benchmark — sequential, all from t
  3. [3]3406 facts
    ctx:discord/blah/watt-activation/340
    • full textwatt-activation-340
      text/plain3 KBdoc:agent/watt-activation-340/ec99b9a7-182e-4e78-864e-12381357aa47
      Show excerpt
      [2026-03-15 21:48] xenonfun: (files: Screenshot_2026-03-15_at_5.48.31_PM.png) [2026-03-15 21:58] xenonfun: try some weird stuff (files: Screenshot_2026-03-15_at_5.58.32_PM.png) [2026-03-15 22:32] xenonfun: We measure bandwidth now, how muc
  4. ctx:claims/beam/c9e2838c-b8a4-4591-969b-ee77610720de
    • full textbeam-chunk
      text/plain1 KBdoc:beam/c9e2838c-b8a4-4591-969b-ee77610720de
      Show excerpt
      1. **Hyperparameter Search**: Use grid search or random search to find the best hyperparameters. 2. **Learning Rate Scheduling**: Use learning rate schedulers like `ReduceLROnPlateau` or `CosineAnnealingLR`. ### 4. Ensemble Methods 1. **E

See also

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