Dontopedia

β

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

β is residual bypass strength.

38 facts·34 predicates·16 sources·2 in dispute

Mostly:rdf:type(3), not free energy(1), preferred observable for(1)

Maturity scale raw canonical shape-checked rule-derived certified

Inbound mentions (8)

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extendsToExtends to(1)

extractsPerBlockMetricsExtracts Per Block Metrics(1)

hasArgHas Arg(1)

plotsRVsPlots R Vs(1)

populatesWithPopulates With(1)

pricingAppliesDuringPricing Applies During(1)

proposedUsageOfProposed Usage of(1)

recommendedUseOfRecommended Use of(1)

Other facts (36)

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.

36 facts
PredicateValueRef
Rdf:typeParameter[12]
Rdf:typeMetric[13]
Rdf:typeVariable[14]
Not Free Energytrue[1]
Preferred Observable forGel Point Detector[1]
Functions As Phase Coordinatenull[1]
Approximated for D4 As(4 - r²) / (K_eff · (1 - r²))[2]
Alternatively Computed As(d - r²) / (K·(1 - r²))[2]
Approaches Infinity When R1∞[2]
Approaches Limit When R0d/K[2]
Computed Asκ / (K·r)[2]
Increases With Order Parameter RR[2]
Inversely Related to TemperatureTemperature[2]
Uses InversionLangevin Sphere Inversion[2]
Dropping From3.2[3]
Dropping to1.2[3]
Approximately Equals5.6[4]
Exhibits No VariationThroughout[5]
Approximates25[5]
Measures Inverse TemperatureTrue[6]
Is Thermodynamic ParameterTrue[6]
Anneals Toward1.0[7]
Controls Learning PressureCodebook[8]
Frozen InitiallyExp 0[8]
Close to1[9]
Described As Small0.1-0.25[10]
Apply toThis Paper[11]
Has Symbolβ[12]
Data SourcevMF formula[13]
Computed Every Steptrue[14]
Used to GateWeight Lr[14]
AttributeComputed Every Step[14]
Characterized AsDirect Gating Mechanism[14]
Has Value1[15]
Descriptionresidual bypass strength[16]
Range Meaning0=no VQ, 1=full VQ[16]

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.

38 undated
—
notFreeEnergyblah/watt-activation/part-181
true
—
preferredObservableForblah/watt-activation/part-181
ex:gel-point-detector
—
functionsAsPhaseCoordinateblah/watt-activation/part-181
null
—
approximatedForD4Asblah/watt-activation/part-180
(4 - r²) / (K_eff · (1 - r²))
—
alternativelyComputedAsblah/watt-activation/part-180
(d - r²) / (K·(1 - r²))
—
approachesInfinityWhenR1blah/watt-activation/part-180
∞
—
approachesLimitWhenR0blah/watt-activation/part-180
d/K
—
computedAsblah/watt-activation/part-180
κ / (K·r)
—
increasesWithOrderParameterRblah/watt-activation/part-180
ex:r
—
inverselyRelatedToTemperatureblah/watt-activation/part-180
ex:temperature
—
usesInversionblah/watt-activation/part-180
ex:langevin-sphere-inversion
—
droppingFromblah/watt-activation/part-190
3.2
—
droppingToblah/watt-activation/part-190
1.2
—
approximatelyEqualsblah/watt-activation/part-185
5.6
—
exhibitsNoVariationblah/watt-activation/part-220
ex:throughout
—
approximatesblah/watt-activation/part-220
25
—
measuresInverseTemperatureblah/watt-activation/part-233
ex:true
—
isThermodynamicParameterblah/watt-activation/part-233
ex:true
—
annealsTowardblah/watt-activation/part-282
1.0
—
controlsLearningPressureblah/watt-activation/part-280
ex:codebook
—
frozenInitiallyblah/watt-activation/part-280
ex:exp-0
—
closeToblah/watt-activation/part-338
1
—
describedAsSmallblah/watt-activation/part-375
0.1-0.25
—
applyTotrove-cooktown/cingalese
ex:this-paper
—
typeblah/watt-activation/180
ex:Parameter
—
hasSymbolblah/watt-activation/180
β
—
dataSourceblah/watt-activation/183
vMF formula
—
typeblah/watt-activation/183
ex:Metric
—
typeblah/watt-activation/205
ex:Variable
—
labelblah/watt-activation/205
β
—
computedEveryStepblah/watt-activation/205
true
—
usedToGateblah/watt-activation/205
ex:weight-lr
—
attributeblah/watt-activation/205
ex:computed-every-step
—
characterizedAsblah/watt-activation/205
ex:direct-gating-mechanism
—
hasValueblah/watt-activation/336
1
—
labelblah/watt-activation/372
beta
—
descriptionblah/watt-activation/372
residual bypass strength
—
rangeMeaningblah/watt-activation/372
0=no VQ, 1=full VQ

References (16)

16 references
  1. [1]Part 1813 facts
    ctx:discord/blah/watt-activation/part-181
  2. [2]Part 1808 facts
    ctx:discord/blah/watt-activation/part-180
  3. [3]Part 1902 facts
    ctx:discord/blah/watt-activation/part-190
  4. [4]Part 1851 fact
    ctx:discord/blah/watt-activation/part-185
  5. [5]Part 2202 facts
    ctx:discord/blah/watt-activation/part-220
  6. [6]Part 2332 facts
    ctx:discord/blah/watt-activation/part-233
  7. [7]Part 2821 fact
    ctx:discord/blah/watt-activation/part-282
  8. [8]Part 2802 facts
    ctx:discord/blah/watt-activation/part-280
  9. [9]Part 3381 fact
    ctx:discord/blah/watt-activation/part-338
  10. [10]Part 3751 fact
    ctx:discord/blah/watt-activation/part-375
  11. [11]Cingalese1 fact
    ctx:genes/trove-cooktown/cingalese
  12. [12]1802 facts
    ctx:discord/blah/watt-activation/180
    • full textwatt-activation-180
      text/plain2 KBdoc:agent/watt-activation-180/85d3802b-f63a-40de-acbc-889407c3b80c
      Show excerpt
      [2026-03-10 01:46] lisamegawatts: yes compute it and use that to modulate, i think we probably need to get rid of softmax or ask for a more principled alternative and a config flag. then on the xero harmonics, ask it about using the tempera…
  13. [13]1832 facts
    ctx:discord/blah/watt-activation/183
    • full textwatt-activation-183
      text/plain3 KBdoc:agent/watt-activation-183/aa64c83c-e728-416e-9b09-62cb1782add2
      Show excerpt
      [2026-03-10 02:09] xenonfun: ``` Key findings: 1. RotationalAdamW: strong convergence from scratch (9.9→7.6 train loss), consistent 11.6K tok/s — expected baseline for cl100k vocab (lower than BPE-8K benchmark's 22K due to 100K-class l…
  14. [14]2056 facts
    ctx:discord/blah/watt-activation/205
    • full textwatt-activation-205
      text/plain2 KBdoc:agent/watt-activation-205/9ef261de-33ef-4e77-a9ad-af07b253a5ab
      Show excerpt
      [2026-03-11 03:09] lisamegawatts: <@1438866165475708979> how would you explain to a claude that proposed this why it is wrong: ⏺ Running in mac-mini:smoketest-4. While that runs — the coupling gradient is still wrong because K_target = (d-r…
  15. [15]3361 fact
    ctx:discord/blah/watt-activation/336
    • full textwatt-activation-336
      text/plain3 KBdoc:agent/watt-activation-336/04f318bf-4029-460c-b2ce-82900263e51e
      Show excerpt
      [2026-03-15 15:12] xenonfun: ⏺ Step 2000 results (bs=512 seq=256 (its pointless to use higher bandwidth cuts off hurts quality of mappings beyond this)) so trying optimal run, high BS smooth out variance considerable. Eval (mixed_bytes v…
  16. [16]3723 facts
    ctx:discord/blah/watt-activation/372
    • full textwatt-activation-372
      text/plain2 KBdoc:agent/watt-activation-372/5df1e4bc-b9b4-4d7d-ad8f-c18916f7e8ae
      Show excerpt
      [2026-03-18 17:55] xenonfun: ``` Recommended panels (3) Panel 1: Anchor Health (line chart, time series) - Y-axis left: anchor_perplexity (range 0 to anchor_count, e.g. 32). Line color: blue. - Y-axis right: anchor_dead count. Line…

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