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Full Fine Tuning

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

Full Fine Tuning has 7 facts recorded in Dontopedia across 2 references.

7 facts·7 predicates·2 sources

Mostly:adapts all params(1), avoids rank bottleneck(1), enables layer specialization(1)

Maturity scale raw canonical shape-checked rule-derived certified

Adapts All ParamsadaptsAllParams

Avoids Rank BottleneckavoidsRankBottleneck

Enables Layer SpecializationenablesLayerSpecialization

  • memorize specific facts[1]all time · Part 173

Provides Stronger Gradient SignalprovidesStrongerGradientSignal

  • directly into attention and FFN weights[1]all time · Part 173

Risks Catastrophic ForgettingrisksCatastrophicForgetting

  • instruct capabilities[1]all time · Part 173

Enables Complete AdaptationenablesCompleteAdaptation

  • true[2]all time · Part 18

Parameter CountparameterCount

  • 11700000[2]all time · Part 18

Inbound mentions (6)

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.

achievesComparablePerformanceToAchieves Comparable Performance to(1)

avoidsForgettingRiskAvoids Forgetting Risk(1)

getsMostBenefitOfGets Most Benefit of(1)

hasTrainingMethodHas Training Method(1)

listsAdvantagesLists Advantages(1)

objectiveObjective(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.

adaptsAllParamsblah/watt-activation/part-173
ex:model
avoidsRankBottleneckblah/watt-activation/part-173
ex:lora
enablesCompleteAdaptationblah/watt-activation/part-18
true
enablesLayerSpecializationblah/watt-activation/part-173
memorize specific facts
parameterCountblah/watt-activation/part-18
11700000
providesStrongerGradientSignalblah/watt-activation/part-173
directly into attention and FFN weights
risksCatastrophicForgettingblah/watt-activation/part-173
instruct capabilities

References (2)

2 references
  1. [1]Part 1735 facts
    customctx:discord/blah/watt-activation/part-173
  2. [2]Part 182 facts
    customctx:discord/blah/watt-activation/part-18

See also

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