Dontopedia

Fine-tuning configurations

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

Fine-tuning configurations has 11 facts recorded in Dontopedia across 4 references, with 1 live disagreement.

11 facts·9 predicates·4 sources·1 in dispute

Mostly:task example(2), necessary for(1), is confirmed(1)

Maturity scale raw canonical shape-checked rule-derived certified

Inbound mentions (8)

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.

actionAction(1)

ensuresReproducibilityEnsures Reproducibility(1)

hasFineTuneGoalHas Fine Tune Goal(1)

isBackpropFreeIs Backprop Free(1)

notSuitableForNot Suitable for(1)

processingModeProcessing Mode(1)

successfullyValidatedSuccessfully Validated(1)

usesUses(1)

Other facts (10)

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.

10 facts
PredicateValueRef
Task ExampleTopic Classification[4]
Task ExampleSentiment[4]
Necessary forNatural Termination[1]
Is Confirmedval ppl 349.9 ✓[2]
Is Successfultrue[2]
Presupposes BaselineDocumented 349.6[2]
Presupposes Importance ofVal Ppl Metric[2]
Works Correctlytrue[2]
Achieved Val Ppl349.9[2]
Rdf:typeProject Action[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.

necessaryForblah/watt-activation/part-26
ex:natural-termination
isConfirmedblah/watt-activation/part-196
val ppl 349.9 ✓
isSuccessfulblah/watt-activation/part-196
true
presupposesBaselineblah/watt-activation/part-196
ex:documented-349.6
presupposesImportanceOfblah/watt-activation/part-196
ex:val-ppl-metric
worksCorrectlyblah/watt-activation/part-196
true
achievedValPplblah/watt-activation/part-196
349.9
typebeam/0d2866d1-0e63-42fc-a73c-45169daf02f6
ex:ProjectAction
labelbeam/0d2866d1-0e63-42fc-a73c-45169daf02f6
Fine-tuning configurations
taskExampleblah/watt-activation/223
ex:topic-classification
taskExampleblah/watt-activation/223
ex:sentiment

References (4)

4 references
  1. [1]Part 261 fact
    ctx:discord/blah/watt-activation/part-26
  2. [2]Part 1966 facts
    ctx:discord/blah/watt-activation/part-196
  3. ctx:claims/beam/0d2866d1-0e63-42fc-a73c-45169daf02f6
    • full textbeam-chunk
      text/plain1 KBdoc:beam/0d2866d1-0e63-42fc-a73c-45169daf02f6
      Show excerpt
      | Configure backup and disaster recovery | 4-6 | | Set up CI/CD pipeline | 4-6 | | Configure security patches and updates | 2-4 | | Document setup and configuration | 4-6 | ### Total Estimated Hours: 60-96 hours These refined estimates sh
  4. [4]2232 facts
    ctx:discord/blah/watt-activation/223
    • full textwatt-activation-223
      text/plain2 KBdoc:agent/watt-activation-223/5ca6c9c7-cd04-43a7-bc21-d7dc83321f1b
      Show excerpt
      [2026-03-11 05:06] xenonfun: oh that was older checkpoint ... ⏺ The probe works. But this checkpoint uses spectral+lohe_v2 (not v3), so no mode_power field. The r values are flat across blocks (0.49–0.63) — that's expected for eval mode o

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