Dontopedia

Knowledge distillation

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

Knowledge distillation has 13 facts recorded in Dontopedia across 5 references, with 3 live disagreements.

13 facts·7 predicates·5 sources·3 in dispute

Mostly:has status(3), part of(2), rdf:type(2)

Maturity scale raw canonical shape-checked rule-derived certified

Inbound mentions (4)

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.

usesTechniqueUses Technique(2)

employsTechniqueEmploys Technique(1)

expertInMlTechniquesExpert in ML Techniques(1)

Other facts (11)

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.

11 facts
PredicateValueRef
Has StatusDone[2]
Has StatusStatus Done[4]
Has Statusdone[5]
Part ofPhase C[3]
Part ofPhase C[5]
Rdf:typeComponent[4]
Rdf:typeFeature[5]
Involves Teacher Student Modelsnull[1]
Already inRust[3]
Requires No Actiontrue[3]
Status in Rust✅ done[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.

13 undated
—
involvesTeacherStudentModelsblah/models/part-1
null
—
hasStatusblah/watt-activation/part-464
Done
—
alreadyInblah/watt-activation/part-488
ex:rust
—
partOfblah/watt-activation/part-488
ex:phase-c
—
requiresNoActionblah/watt-activation/part-488
true
—
statusInRustblah/watt-activation/part-488
✅ done
—
typeblah/watt-activation/462
ex:Component
—
labelblah/watt-activation/462
Knowledge distillation
—
hasStatusblah/watt-activation/462
ex:status-done
—
typeblah/watt-activation/486
ex:Feature
—
labelblah/watt-activation/486
Knowledge distillation
—
partOfblah/watt-activation/486
ex:phase-c
—
hasStatusblah/watt-activation/486
done

References (5)

5 references
  1. [1]Part 11 fact
    ctx:discord/blah/models/part-1
  2. [2]Part 4641 fact
    ctx:discord/blah/watt-activation/part-464
  3. [3]Part 4884 facts
    ctx:discord/blah/watt-activation/part-488
  4. [4]4623 facts
    ctx:discord/blah/watt-activation/462
    • full textwatt-activation-462
      text/plain3 KBdoc:agent/watt-activation-462/febf8ec9-a379-45c7-a43f-2ebdaf74b41f
      Show excerpt
      [2026-03-21 17:58] xenonfun: ``` ⏺ Pushed. Here's the full status across 3 commits today: Commit 1 — Core FedSym port (8,069 lines, 106 tests) Commit 2 — MNIST, rayon parallel, ManifoldUnit forward (1,157 lines, 14 new tests) Commit …
  5. [5]4864 facts
    ctx:discord/blah/watt-activation/486
    • full textwatt-activation-486
      text/plain3 KBdoc:agent/watt-activation-486/c8568fef-e9f2-4d48-9840-89f375514ea3
      Show excerpt
      [2026-03-22 03:19] xenonfun: ``` ⏺ The IVF was useless before because ivf_dirty got set on every insert (128/step), and only cleared every 500 steps on rebuild. So 99.7% of lookups fell back to linear scan. Now: - New entries get assigne…

See also

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