Dontopedia

Lohe decoder

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

Lohe decoder has 16 facts recorded in Dontopedia across 2 references.

16 facts·15 predicates·2 sources

Mostly:would likely match or beat(1), achieves reasonable quality at(1), explains bpb gap via(1)

Maturity scale raw canonical shape-checked rule-derived certified

Inbound mentions (4)

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concernsSubjectConcerns Subject(1)

describesStatusDescribes Status(1)

hasHigherCapacityHas Higher Capacity(1)

isSoundIs Sound(1)

Other facts (15)

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.

15 facts
PredicateValueRef
Would Likely Match or BeatSoftmax Version[1]
Achieves Reasonable Quality at1/3 params[1]
Explains Bpb Gap ViaCapacity Gap[1]
Gets More Bpb Per Parameter ThanSoftmax Ar Decoder[1]
Has Bpb Per M Param2.3[1]
Has Three Times Fewer Params ThanSoftmax Ar Decoder[1]
Is Parameter Efficientnull[1]
Needs More Capacitynull[1]
Scales With D Modelnull[1]
Uses Harmonic BlockLohe Ffn V3[1]
Has Potential to Beat Softmaxnull[1]
Rdf:typeDecoder Architecture[2]
Has Parameter Ratio3x fewer[2]
Uses ComponentHarmonic Block[2]
Achieves Bpb Per Parameterhigher[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.

wouldLikelyMatchOrBeatblah/watt-activation/part-303
ex:softmax-version
achievesReasonableQualityAtblah/watt-activation/part-303
1/3 params
explainsBPBGapViablah/watt-activation/part-303
ex:capacity-gap
getsMoreBpbPerParameterThanblah/watt-activation/part-303
ex:softmax-ar-decoder
hasBpbPerMParamblah/watt-activation/part-303
2.3
hasThreeTimesFewerParamsThanblah/watt-activation/part-303
ex:softmax-ar-decoder
isParameterEfficientblah/watt-activation/part-303
null
needsMoreCapacityblah/watt-activation/part-303
null
scalesWithDModelblah/watt-activation/part-303
null
usesHarmonicBlockblah/watt-activation/part-303
ex:lohe-ffn-v3
hasPotentialToBeatSoftmaxblah/watt-activation/part-303
null
labelblah/watt-activation/301
Lohe decoder
typeblah/watt-activation/301
ex:DecoderArchitecture
hasParameterRatioblah/watt-activation/301
3x fewer
usesComponentblah/watt-activation/301
ex:harmonic-block
achievesBpbPerParameterblah/watt-activation/301
higher

References (2)

2 references
  1. [1]Part 30311 facts
    ctx:discord/blah/watt-activation/part-303
  2. [2]3015 facts
    ctx:discord/blah/watt-activation/301
    • full textwatt-activation-301
      text/plain3 KBdoc:agent/watt-activation-301/3e98420c-16db-4c57-9cad-a987cec9976b
      Show excerpt
      [2026-03-14 06:51] xenonfun: ``` ⏺ Lohe vs Softmax AR Decoder Comparison ┌───────────────┬───────────────┬────────────┐ │ Metric │ Softmax d=384 │ Lohe d=384 │ ├───────────────┼───────────────┼────────────┤ │ BPB │

See also

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