Gated Rotor Bpsk

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Gated Rotor Bpsk

Uses Decay Gates	Gated Rotor Architecture^[2]
Uses Decay Gates	true^[1]
Has Parameter Count	27K^[2]
Has Parameter Count	27000^[1]
Is Competitive With	Wirelm Lohe V3^[2]
Has R Value	0.25^[2]
Has Bpb	3.452^[3]
Has Params	27000^[3]
Has R	0.25^[3]
Has Steps	2000^[3]

ex:gated-rotor-bpsk

Gated Rotor Bpsk has 42 facts recorded in Dontopedia across 3 references, with 2 live disagreements.

42 facts·38 predicates·3 sources·2 in dispute

Mostly:uses decay gates(2), has parameter count(2), is competitive with(2)

Uses Decay Gatesin dispute`usesDecayGates`

Gated Rotor Architecture^[2]all time · Part 404
true^[1]sourceall time · 402

Has Parameter Countin dispute`hasParameterCount`

27K^[2]all time · Part 404
27000^[1]sourceall time · 402

Is Competitive With`isCompetitiveWith`

Wirelm Lohe V3^[2]all time · Part 404
Wirelm Lohe V3^[1]all time · 402

Has R Value`hasRValue`

0.25^[2]all time · Part 404
0.25^[1]sourceall time · 402

Has Bpb`hasBpb`

3.452^[3]all time · Part 403

Has Params`hasParams`

27000^[3]all time · Part 403

Has R`hasR`

0.25^[3]all time · Part 403

Has Steps`hasSteps`

2000^[3]all time · Part 403

Outperforms`outperforms`

Ungated Rotor Bpsk^[3]all time · Part 403

Bpb Improvement Magnitude`bpbImprovementMagnitude`

~0.29^[2]all time · Part 404

Has Bpb Improvement Over`hasBPBImprovementOver`

Ungated Rotor Bpsk^[2]all time · Part 404

Inbound mentions (18)

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.

`performsBetterQuantitativelyThan`Performs Better Quantitatively Than(2)

Wirelm Lohe V3ex:wirelm-lohe-v3
Wirelm Lohe V3ex:wirelm-lohe-v3

`achievesBetterBPBThan`Achieves Better Bpb Than(1)

Wirelm Lohe V3ex:wirelm-lohe-v3

`addedToRotorBPSK`Added to Rotor Bpsk(1)

Gated Rotor Architectureex:gated-rotor-architecture

`comparesModels`Compares Models(1)

Recent Results Comparison Tableex:recent-results-comparison-table

`consideredHealthier`Considered Healthier(1)

Lower R Valueex:lower-r-value

`favorsGatedRotor`Favors Gated Rotor(1)

Resource Efficiencyex:resource-efficiency

`favorsSmallerModels`Favors Smaller Models(1)

Resource Efficiencyex:resource-efficiency

`hasBetterBpbThan`Has Better Bpb Than(1)

Wirelm Lohe V3ex:wirelm-lohe-v3

`hasHigherRThan`Has Higher R Than(1)

Wirelm Lohe V3ex:wirelm-lohe-v3

`hasHigherRValueThan`Has Higher R Value Than(1)

Wirelm Lohe V3ex:wirelm-lohe-v3

`hasMuchLargerParameterCountThan`Has Much Larger Parameter Count Than(1)

Wirelm Lohe V3ex:wirelm-lohe-v3

`hasParameterCountGreaterThan`Has Parameter Count Greater Than(1)

Wirelm Lohe V3ex:wirelm-lohe-v3

`hasWorseBPBThan`Has Worse Bpb Than(1)

Ungated Rotor Bpskex:ungated-rotor-bpsk

`includes`Includes(1)

Resonant Wire Lm Variantsex:resonant-wire-lm-variants

`isLargerModel`Is Larger Model(1)

Wirelm Lohe V3ex:wirelm-lohe-v3

`refersTo`Refers to(1)

Small Modelex:small-model

`trainsFasterThan`Trains Faster Than(1)

Wirelm Lohe V3ex:wirelm-lohe-v3

Other facts (26)

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.

26 facts

Predicate	Value	Ref
Has Lower R Value Than	Wirelm Lohe V3	[2]
Has Reasonable Bpb Score	3.452	[2]
Has Same Parameter Count As	Ungated Rotor Bpsk	[2]
Has Same Training Steps As	Ungated Rotor Bpsk	[2]
Has Smaller Parameter Count Than	Wirelm Lohe V3	[2]
Has Training Steps	2000	[2]
Is More Resource Efficient Than	Wirelm Lohe V3	[2]
Outperforms Ungated Version	Ungated Rotor Bpsk	[2]
Requires More Training Steps Than	Wirelm Lohe V3	[2]
Is Tiny Model	27K params	[2]
Performance Metric R	rValue	[1]
Performance Metric Bpb	bitsPerByte	[1]
Training Speed Metric	steps	[1]
Size Comparison Metric	parameterCount	[1]
Has Architecture	Gated Rotor Architecture	[1]
Bpb Improved Compared to	Ungated Rotor Bpsk	[1]
Bpb Improvement Approximately	0.29	[1]
More Resource Efficient Than	Wirelm Lohe V3	[1]
Has Reasonable Bpb	true	[1]
Has Lower R Than	Wirelm Lohe V3	[1]
Slower to Train Than	Wirelm Lohe V3	[1]
Is Smaller Than	Wirelm Lohe V3	[1]
Has Bpb Value	3.452	[1]
Trained With Steps	2000	[1]
Rdfs:label	Gated rotor BPSK	[1]
Rdf:type	Model	[1]

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.

42 undated

—

bpbImprovedComparedToblah/watt-activation/402

ex:ungated-rotor-bpsk

—

bpbImprovementApproximatelyblah/watt-activation/402

0.29

—

bpbImprovementMagnitudeblah/watt-activation/part-404

~0.29

—

hasArchitectureblah/watt-activation/402

ex:gated-rotor-architecture

—

hasBpbblah/watt-activation/part-403

3.452

—

hasBPBImprovementOverblah/watt-activation/part-404

ex:ungated-rotor-bpsk

—

hasBPBScoreblah/watt-activation/part-404

3.452

—

hasBpbValueblah/watt-activation/402

3.452

—

hasLowerRThanblah/watt-activation/402

ex:wirelm-lohe-v3

—

hasLowerRValueThanblah/watt-activation/part-404

ex:wirelm-lohe-v3

—

hasParameterCountblah/watt-activation/part-404

27K

—

hasParameterCountblah/watt-activation/402

27000

—

hasParamsblah/watt-activation/part-403

27000

—

hasRblah/watt-activation/part-403

0.25

—

hasReasonableBpbblah/watt-activation/402

true

—

hasReasonableBPBScoreblah/watt-activation/part-404

3.452

—

hasRValueblah/watt-activation/part-404

0.25

—

hasRValueblah/watt-activation/402

0.25

—

hasSameParameterCountAsblah/watt-activation/part-404

ex:ungated-rotor-bpsk

—

hasSameTrainingStepsAsblah/watt-activation/part-404

ex:ungated-rotor-bpsk

—

hasSmallerParameterCountThanblah/watt-activation/part-404

ex:wirelm-lohe-v3

—

hasStepsblah/watt-activation/part-403

2000

—

hasTrainingStepsblah/watt-activation/part-404

2000

—

isCompetitiveWithblah/watt-activation/part-404

ex:wirelm-lohe-v3

—

isCompetitiveWithblah/watt-activation/402

ex:wirelm-lohe-v3

—

isMoreResourceEfficientThanblah/watt-activation/part-404

ex:wirelm-lohe-v3

—

isSmallerThanblah/watt-activation/402

ex:wirelm-lohe-v3

—

isTinyModelblah/watt-activation/part-404

27K params

—

moreResourceEfficientThanblah/watt-activation/402

ex:wirelm-lohe-v3

—

outperformsblah/watt-activation/part-403

ex:ungated-rotor-bpsk

—

outperformsUngatedVersionblah/watt-activation/part-404

ex:ungated-rotor-bpsk

—

performanceMetricBpbblah/watt-activation/402

bitsPerByte

—

performanceMetricRblah/watt-activation/402

rValue

—

labelblah/watt-activation/402

Gated rotor BPSK

—

typeblah/watt-activation/402

ex:Model

—

requiresMoreTrainingStepsThanblah/watt-activation/part-404

ex:wirelm-lohe-v3

—

sizeComparisonMetricblah/watt-activation/402

parameterCount

—

slowerToTrainThanblah/watt-activation/402

ex:wirelm-lohe-v3

—

trainedWithStepsblah/watt-activation/402

2000

—

trainingSpeedMetricblah/watt-activation/402

steps

—

usesDecayGatesblah/watt-activation/part-404

ex:gated-rotor-architecture

—

usesDecayGatesblah/watt-activation/402

true

References (3)

3 references

[1]watt-activation-40220 facts
customctx:discord/blah/watt-activation/402
- full textwatt-activation-402
  text/plain1003 Bdoc:agent/watt-activation-402/3ba2c782-f7e9-4946-905e-a4681c5a5b92
  Show excerpt
  [2026-03-19 05:29] omega [bot]: The comparison from recent results is: | Model | Params | Steps | BPB | r | |--------------------|---------|-------|-------|------| | Gated rotor BPSK | 27K | 2000 | 3.452 | 0.25 | |…
[2]Part 40417 facts
customctx:discord/blah/watt-activation/part-404
[3]Part 4035 facts
customctx:discord/blah/watt-activation/part-403

Keep researching

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Gated Rotor Bpsk

Uses Decay Gatesin dispute`usesDecayGates`

Has Parameter Countin dispute`hasParameterCount`

Is Competitive With`isCompetitiveWith`

Has R Value`hasRValue`

Has Bpb`hasBpb`

Has Params`hasParams`

Has R`hasR`

Has Steps`hasSteps`

Outperforms`outperforms`

Bpb Improvement Magnitude`bpbImprovementMagnitude`

Has Bpb Improvement Over`hasBPBImprovementOver`

Has Bpb Score`hasBPBScore`

Inbound mentions (18)

`performsBetterQuantitativelyThan`Performs Better Quantitatively Than(2)

`achievesBetterBPBThan`Achieves Better Bpb Than(1)

`addedToRotorBPSK`Added to Rotor Bpsk(1)

`comparesModels`Compares Models(1)

`consideredHealthier`Considered Healthier(1)

`favorsGatedRotor`Favors Gated Rotor(1)

`favorsSmallerModels`Favors Smaller Models(1)

`hasBetterBpbThan`Has Better Bpb Than(1)

`hasHigherRThan`Has Higher R Than(1)

`hasHigherRValueThan`Has Higher R Value Than(1)

`hasMuchLargerParameterCountThan`Has Much Larger Parameter Count Than(1)

`hasParameterCountGreaterThan`Has Parameter Count Greater Than(1)

`hasWorseBPBThan`Has Worse Bpb Than(1)

`includes`Includes(1)

`isLargerModel`Is Larger Model(1)

`refersTo`Refers to(1)

`trainsFasterThan`Trains Faster Than(1)

Other facts (26)

Timeline

References (3)

See also

Keep researching

Gated Rotor Bpsk

Uses Decay Gatesin disputeusesDecayGates

Has Parameter Countin disputehasParameterCount

Is Competitive WithisCompetitiveWith

Has R ValuehasRValue

Has BpbhasBpb

Has ParamshasParams

Has RhasR

Has StepshasSteps

Outperformsoutperforms

Bpb Improvement MagnitudebpbImprovementMagnitude

Has Bpb Improvement OverhasBPBImprovementOver

Has Bpb ScorehasBPBScore

Inbound mentions (18)

performsBetterQuantitativelyThanPerforms Better Quantitatively Than(2)

achievesBetterBPBThanAchieves Better Bpb Than(1)

addedToRotorBPSKAdded to Rotor Bpsk(1)

comparesModelsCompares Models(1)

consideredHealthierConsidered Healthier(1)

favorsGatedRotorFavors Gated Rotor(1)

favorsSmallerModelsFavors Smaller Models(1)

hasBetterBpbThanHas Better Bpb Than(1)

hasHigherRThanHas Higher R Than(1)

hasHigherRValueThanHas Higher R Value Than(1)

hasMuchLargerParameterCountThanHas Much Larger Parameter Count Than(1)

hasParameterCountGreaterThanHas Parameter Count Greater Than(1)

hasWorseBPBThanHas Worse Bpb Than(1)

includesIncludes(1)

isLargerModelIs Larger Model(1)

refersToRefers to(1)

trainsFasterThanTrains Faster Than(1)

Other facts (26)

Timeline

References (3)

See also

Keep researching

Uses Decay Gatesin dispute`usesDecayGates`

Has Parameter Countin dispute`hasParameterCount`

Is Competitive With`isCompetitiveWith`

Has R Value`hasRValue`

Has Bpb`hasBpb`

Has Params`hasParams`

Has R`hasR`

Has Steps`hasSteps`

Outperforms`outperforms`

Bpb Improvement Magnitude`bpbImprovementMagnitude`

Has Bpb Improvement Over`hasBPBImprovementOver`

Has Bpb Score`hasBPBScore`

`performsBetterQuantitativelyThan`Performs Better Quantitatively Than(2)

`achievesBetterBPBThan`Achieves Better Bpb Than(1)

`addedToRotorBPSK`Added to Rotor Bpsk(1)

`comparesModels`Compares Models(1)

`consideredHealthier`Considered Healthier(1)

`favorsGatedRotor`Favors Gated Rotor(1)

`favorsSmallerModels`Favors Smaller Models(1)

`hasBetterBpbThan`Has Better Bpb Than(1)

`hasHigherRThan`Has Higher R Than(1)

`hasHigherRValueThan`Has Higher R Value Than(1)

`hasMuchLargerParameterCountThan`Has Much Larger Parameter Count Than(1)

`hasParameterCountGreaterThan`Has Parameter Count Greater Than(1)

`hasWorseBPBThan`Has Worse Bpb Than(1)

`includes`Includes(1)

`isLargerModel`Is Larger Model(1)

`refersTo`Refers to(1)

`trainsFasterThan`Trains Faster Than(1)