Wirelm Lohe V3

as donto believed on

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

Wirelm Lohe V3

Has Parameter Count	8500000^[4]
Has Parameter Count	8.5M^[1]
Performs Better Quantitatively Than	Gated Rotor Bpsk^[2]
Has R Value	0.61^[2]
Has Flops Per Token	16300000^[4]
Has Bpb	2.439^[3]
Has Params	8500000^[3]
Has R	0.61^[3]
Has Steps	500^[3]

ex:wirelm-lohe-v3

Wirelm Lohe V3 has 35 facts recorded in Dontopedia across 5 references, with 1 live disagreement.

35 facts·27 predicates·5 sources·1 in dispute

Mostly:has parameter count(4), performs better quantitatively than(2), has r value(2)

Has Parameter Countin dispute`hasParameterCount`

8500000^[4]sourceall time · 387
8500000^[5]all time · Part 389
8.5M^[1]all time · Part 404
8500000^[2]sourceall time · 402

Performs Better Quantitatively Than`performsBetterQuantitativelyThan`

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

Has R Value`hasRValue`

0.61^[2]sourceall time · 402
0.61^[1]all time · Part 404

Has Flops Per Token`hasFlopsPerToken`

16300000^[4]sourceall time · 387
16300000^[5]all time · Part 389

Has Bpb`hasBpb`

2.439^[3]all time · Part 403

Has Params`hasParams`

8500000^[3]all time · Part 403

Has R`hasR`

0.61^[3]all time · Part 403

Has Steps`hasSteps`

500^[3]all time · Part 403

Achieves Better Bpb Than`achievesBetterBPBThan`

Gated Rotor Bpsk^[1]all time · Part 404

Has Higher R Value Than`hasHigherRValueThan`

Gated Rotor Bpsk^[1]all time · Part 404

Has Much Larger Parameter Count Than`hasMuchLargerParameterCountThan`

Gated Rotor Bpsk^[1]all time · Part 404

Inbound mentions (13)

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.

`isCompetitiveWith`Is Competitive With(2)

Gated Rotor Bpskex:gated-rotor-bpsk
Gated Rotor Bpskex:gated-rotor-bpsk

`comparesModels`Compares Models(1)

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

`favorsWireLM`Favors Wire Lm(1)

Quantitative Performanceex:quantitative-performance

`hasLowerRThan`Has Lower R Than(1)

Gated Rotor Bpskex:gated-rotor-bpsk

`hasLowerRValueThan`Has Lower R Value Than(1)

Gated Rotor Bpskex:gated-rotor-bpsk

`hasSmallerParameterCountThan`Has Smaller Parameter Count Than(1)

Gated Rotor Bpskex:gated-rotor-bpsk

`isMoreResourceEfficientThan`Is More Resource Efficient Than(1)

Gated Rotor Bpskex:gated-rotor-bpsk

`isSmallerThan`Is Smaller Than(1)

Gated Rotor Bpskex:gated-rotor-bpsk

`moreResourceEfficientThan`More Resource Efficient Than(1)

Gated Rotor Bpskex:gated-rotor-bpsk

`requiresMoreTrainingStepsThan`Requires More Training Steps Than(1)

Gated Rotor Bpskex:gated-rotor-bpsk

`slowerToTrainThan`Slower to Train Than(1)

Gated Rotor Bpskex:gated-rotor-bpsk

`specifiesApplicabilityTo`Specifies Applicability to(1)

Technical Responseex:technical-response

Other facts (17)

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.

17 facts

Predicate	Value	Ref
Has Training Steps	500	[1]
Is Larger Model	Gated Rotor Bpsk	[1]
Has Vs Resonant Multiplier	208	[5]
Has Superior Bpb	Rotor Models	[3]
Trains Faster Than	Gated Rotor Bpsk	[1]
Represents16m Flops Wirelm	True	[5]
Rdfs:label	WireLM lohe_v3	[4]
Rdfs:label	WireLM lohe_v3	[2]
Rdf:type	Model	[2]
Rdf:type	Model	[4]
Has Higher R Than	Gated Rotor Bpsk	[2]
Has Better Bpb Than	Gated Rotor Bpsk	[2]
Has Parameter Count Greater Than	Gated Rotor Bpsk	[2]
Has Bpb Value	2.439	[2]
Trained With Steps	500	[2]
Uses Architecture	Lohe V3 Architecture	[4]
Has Relative Flops to Baseline	208	[4]

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.

35 undated

—

achievesBetterBPBThanblah/watt-activation/part-404

ex:gated-rotor-bpsk

—

hasBetterBpbThanblah/watt-activation/402

ex:gated-rotor-bpsk

—

hasBpbblah/watt-activation/part-403

2.439

—

hasBPBScoreblah/watt-activation/part-404

2.439

—

hasBpbValueblah/watt-activation/402

2.439

—

hasFlopsPerTokenblah/watt-activation/387

16300000

—

hasFlopsPerTokenblah/watt-activation/part-389

16300000

—

hasHigherRThanblah/watt-activation/402

ex:gated-rotor-bpsk

—

hasHigherRValueThanblah/watt-activation/part-404

ex:gated-rotor-bpsk

—

hasMuchLargerParameterCountThanblah/watt-activation/part-404

ex:gated-rotor-bpsk

—

hasParameterCountblah/watt-activation/387

8500000

—

hasParameterCountblah/watt-activation/part-389

8500000

—

hasParameterCountblah/watt-activation/part-404

8.5M

—

hasParameterCountblah/watt-activation/402

8500000

—

hasParameterCountGreaterThanblah/watt-activation/402

ex:gated-rotor-bpsk

—

hasParamsblah/watt-activation/part-403

8500000

—

hasRblah/watt-activation/part-403

0.61

—

hasRelativeFlopsToBaselineblah/watt-activation/387

208

—

hasRValueblah/watt-activation/402

0.61

—

hasRValueblah/watt-activation/part-404

0.61

—

hasStepsblah/watt-activation/part-403

500

—

hasSuperiorBpbblah/watt-activation/part-403

ex:rotor-models

—

hasTrainingStepsblah/watt-activation/part-404

500

—

hasVsResonantMultiplierblah/watt-activation/part-389

208

—

isLargerModelblah/watt-activation/part-404

ex:gated-rotor-bpsk

—

performsBetterQuantitativelyThanblah/watt-activation/402

ex:gated-rotor-bpsk

—

performsBetterQuantitativelyThanblah/watt-activation/part-404

ex:gated-rotor-bpsk

—

labelblah/watt-activation/387

WireLM lohe_v3

—

labelblah/watt-activation/402

WireLM lohe_v3

—

typeblah/watt-activation/402

ex:Model

—

typeblah/watt-activation/387

ex:Model

—

represents16mFlopsWirelmblah/watt-activation/part-389

ex:true

—

trainedWithStepsblah/watt-activation/402

500

—

trainsFasterThanblah/watt-activation/part-404

ex:gated-rotor-bpsk

—

usesArchitectureblah/watt-activation/387

ex:lohe-v3-architecture

References (5)

5 references

[1]Part 40410 facts
customctx:discord/blah/watt-activation/part-404
[2]watt-activation-40210 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 | |…
[3]Part 4035 facts
customctx:discord/blah/watt-activation/part-403
[4]watt-activation-3876 facts
customctx:discord/blah/watt-activation/387
- full textwatt-activation-387
  text/plain3 KBdoc:agent/watt-activation-387/0a69dab9-94d9-4469-85cf-d33e54dafda1
  Show excerpt
  [2026-03-19 02:24] xenonfun: ``` ⏺ The contrast is stark: ┌────────────────────┬────────┬───────────┬─────────────┐ │ Model │ Params │ FLOPs/tok │ vs Resonant │ ├────────────────────┼────────┼───────────┼─────────────┤ …
[5]Part 3894 facts
customctx:discord/blah/watt-activation/part-389

Keep researching

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Wirelm Lohe V3

Has Parameter Countin dispute`hasParameterCount`

Performs Better Quantitatively Than`performsBetterQuantitativelyThan`

Has R Value`hasRValue`

Has Flops Per Token`hasFlopsPerToken`

Has Bpb`hasBpb`

Has Params`hasParams`

Has R`hasR`

Has Steps`hasSteps`

Achieves Better Bpb Than`achievesBetterBPBThan`

Has Bpb Score`hasBPBScore`

Has Higher R Value Than`hasHigherRValueThan`

Has Much Larger Parameter Count Than`hasMuchLargerParameterCountThan`

Inbound mentions (13)

`isCompetitiveWith`Is Competitive With(2)

`comparesModels`Compares Models(1)

`favorsWireLM`Favors Wire Lm(1)

`hasLowerRThan`Has Lower R Than(1)

`hasLowerRValueThan`Has Lower R Value Than(1)

`hasSmallerParameterCountThan`Has Smaller Parameter Count Than(1)

`isMoreResourceEfficientThan`Is More Resource Efficient Than(1)

`isSmallerThan`Is Smaller Than(1)

`moreResourceEfficientThan`More Resource Efficient Than(1)

`requiresMoreTrainingStepsThan`Requires More Training Steps Than(1)

`slowerToTrainThan`Slower to Train Than(1)

`specifiesApplicabilityTo`Specifies Applicability to(1)

Other facts (17)

Timeline

References (5)

See also

Keep researching

Wirelm Lohe V3

Has Parameter Countin disputehasParameterCount

Performs Better Quantitatively ThanperformsBetterQuantitativelyThan

Has R ValuehasRValue

Has Flops Per TokenhasFlopsPerToken

Has BpbhasBpb

Has ParamshasParams

Has RhasR

Has StepshasSteps

Achieves Better Bpb ThanachievesBetterBPBThan

Has Bpb ScorehasBPBScore

Has Higher R Value ThanhasHigherRValueThan

Has Much Larger Parameter Count ThanhasMuchLargerParameterCountThan

Inbound mentions (13)

isCompetitiveWithIs Competitive With(2)

comparesModelsCompares Models(1)

favorsWireLMFavors Wire Lm(1)

hasLowerRThanHas Lower R Than(1)

hasLowerRValueThanHas Lower R Value Than(1)

hasSmallerParameterCountThanHas Smaller Parameter Count Than(1)

isMoreResourceEfficientThanIs More Resource Efficient Than(1)

isSmallerThanIs Smaller Than(1)

moreResourceEfficientThanMore Resource Efficient Than(1)

requiresMoreTrainingStepsThanRequires More Training Steps Than(1)

slowerToTrainThanSlower to Train Than(1)

specifiesApplicabilityToSpecifies Applicability to(1)

Other facts (17)

Timeline

References (5)

See also

Keep researching

Has Parameter Countin dispute`hasParameterCount`

Performs Better Quantitatively Than`performsBetterQuantitativelyThan`

Has R Value`hasRValue`

Has Flops Per Token`hasFlopsPerToken`

Has Bpb`hasBpb`

Has Params`hasParams`

Has R`hasR`

Has Steps`hasSteps`

Achieves Better Bpb Than`achievesBetterBPBThan`

Has Bpb Score`hasBPBScore`

Has Higher R Value Than`hasHigherRValueThan`

Has Much Larger Parameter Count Than`hasMuchLargerParameterCountThan`

`isCompetitiveWith`Is Competitive With(2)

`comparesModels`Compares Models(1)

`favorsWireLM`Favors Wire Lm(1)

`hasLowerRThan`Has Lower R Than(1)

`hasLowerRValueThan`Has Lower R Value Than(1)

`hasSmallerParameterCountThan`Has Smaller Parameter Count Than(1)

`isMoreResourceEfficientThan`Is More Resource Efficient Than(1)

`isSmallerThan`Is Smaller Than(1)

`moreResourceEfficientThan`More Resource Efficient Than(1)

`requiresMoreTrainingStepsThan`Requires More Training Steps Than(1)

`slowerToTrainThan`Slower to Train Than(1)

`specifiesApplicabilityTo`Specifies Applicability to(1)