Dontopedia

Optimal Range

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-10.)

Optimal Range has 5 facts recorded in Dontopedia across 2 references, with 1 live disagreement.

5 facts·4 predicates·2 sources·1 in dispute

Mostly:described as(2), has lower bound(1), has upper bound(1)

Maturity scale raw canonical shape-checked rule-derived certified

Inbound mentions (1)

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outcomeOutcome(1)

Other facts (5)

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.

5 facts
PredicateValueRef
Described Assweet spot[1]
Described Asedge of synchronization[1]
Has Lower Bound0.3[1]
Has Upper Bound0.6[1]
Rdf:typeTraining Parameter[2]

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.

hasLowerBoundblah/watt-activation/388
0.3
hasUpperBoundblah/watt-activation/388
0.6
describedAsblah/watt-activation/388
sweet spot
describedAsblah/watt-activation/388
edge of synchronization
typebeam/85ae2d49-1794-4084-81ec-929c41dddb99
ex:TrainingParameter

References (2)

2 references
  1. [1]3884 facts
    ctx:discord/blah/watt-activation/388
    • full textwatt-activation-388
      text/plain2 KBdoc:agent/watt-activation-388/46a6b190-3823-4de5-b207-66c8e6b2684b
      Show excerpt
      [2026-03-19 02:30] xenonfun: (files: Screenshot_2026-03-18_at_10.30.23_PM.png) [2026-03-19 02:30] lisamegawatts: ah you need to go adamw possible [2026-03-19 02:31] lisamegawatts: no rotation [2026-03-19 02:32] xenonfun: we got too synced
  2. ctx:claims/beam/85ae2d49-1794-4084-81ec-929c41dddb99
    • full textbeam-chunk
      text/plain1 KBdoc:beam/85ae2d49-1794-4084-81ec-929c41dddb99
      Show excerpt
      - If the loss oscillates or diverges, you might need to decrease the learning rate (e.g., \(0.0005\) or \(0.0001\)). 3. **Use Learning Rate Schedules**: - Implement learning rate schedules such as step decay, exponential decay, or co

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