Dontopedia
Explore

50k Vocab Training

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-05-02.)

50k Vocab Training has 10 facts recorded in Dontopedia across 1 reference.

10 facts·10 predicates·1 sources

Mostly:has higher initial ppl(1), is slower by(1), memory usage(1)

Maturity scale raw canonical shape-checked rule-derived certified

Has Higher Initial PplhasHigherInitialPpl

  • expected[1]all time · Part 89

Is Slower byisSlowerBy

  • 14%[1]all time · Part 89

Memory UsagememoryUsage

  • 23.5GB[1]all time · Part 89

Output Space MultiplieroutputSpaceMultiplier

  • 6.3x[1]all time · Part 89

Predicted to Be SlowerpredictedToBeSlower

  • true[1]all time · Part 89

Runs onrunsOn

Slower Due toslowerDueTo

  • larger logits matmul[1]all time · Part 89

Throughputthroughput

  • 7.8K tok/s[1]all time · Part 89

Uses More Memory byusesMoreMemoryBy

  • 13%[1]all time · Part 89

Uses Vocab SizeusesVocabSize

  • 50259[1]all time · Part 89

Inbound mentions (1)

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.

launchesTrainingLaunches Training(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.

10 undated
—
hasHigherInitialPplblah/watt-activation/part-89
expected
—
isSlowerByblah/watt-activation/part-89
14%
—
memoryUsageblah/watt-activation/part-89
23.5GB
—
outputSpaceMultiplierblah/watt-activation/part-89
6.3x
—
predictedToBeSlowerblah/watt-activation/part-89
true
—
runsOnblah/watt-activation/part-89
ex:fineweb-edu
—
slowerDueToblah/watt-activation/part-89
larger logits matmul
—
throughputblah/watt-activation/part-89
7.8K tok/s
—
usesMoreMemoryByblah/watt-activation/part-89
13%
—
usesVocabSizeblah/watt-activation/part-89
50259

References (1)

1 references
  1. [1]Part 8910 facts
    customctx:discord/blah/watt-activation/part-89

See also

Keep researching

Missing something or suspicious of what's here? Kick off a research session — a Claude agent will investigate, cite its sources, and file new facts into a dedicated context you can review before accepting into the shared view.

↑