New Training Run Novels

as donto believed on

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

Tracking Enabled	Candidates^[1]
Tracking Enabled	Mi Profiles^[1]
Uses Monitoring Method	Cusum Monitoring^[1]
Has Batch Sizing Strategy	Adaptive Batch Sizing^[1]
Selection Strategy	Top K by Val Loss^[1]
Diversity Bonus Schedule	Cosine Decay^[1]
Diversity Bonus	0.08^[1]
Mutation Rate Goal	Exploration^[1]
Mutation Rate Description	aggressive^[1]

ex:new-training-run-novels

New Training Run Novels has 37 facts recorded in Dontopedia across 1 reference, with 1 live disagreement.

37 facts·34 predicates·1 sources·1 in dispute

Mostly:tracking enabled(4), uses monitoring method(1), has batch sizing strategy(1)

Predicate	Value	Ref
Search Steps Per Candidate	500	[1]
Symbiogenesis Config Includes	Activation Variety	[1]
Uses Tokenizer	Bpe Tokenizer	[1]
Optimizer	Adamw	[1]
Learning Rate	0.0003	[1]
Batch Size	16	[1]
Context Block Size	512	[1]
Model Layer Count	8	[1]
Model Attention Heads	8	[1]
Model Embedding Dimension	384	[1]
Model Size in Memory	60.7	[1]
Model Parameter Count	15.9	[1]
Precision Format	F16	[1]
Uses Backend	Helios	[1]
Execution Region	US Central1 B	[1]
Executed on	G2 Standard 4	[1]
Uses Hardware	Nvidia L4	[1]
Domain	novels	[1]
Uses Dataset	Novels All Txt	[1]
Has Run Id	novels_all_20260225152704_30v8	[1]
Rdfs:label	50k Symbio Novels Training Run	[1]
Rdf:type	Training Run	[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.

37 undated

—

batchSizeblah/training-and-evals/25

—

contextBlockSizeblah/training-and-evals/25

512

—

diversityBonusblah/training-and-evals/25

0.08

—

diversityBonusScheduleblah/training-and-evals/25

ex:cosine-decay

—

domainblah/training-and-evals/25

novels

—

executedOnblah/training-and-evals/25

ex:g2-standard-4

—

executionRegionblah/training-and-evals/25

ex:us-central1-b

—

generationCountblah/training-and-evals/25

—

hasBatchSizingStrategyblah/training-and-evals/25

ex:adaptive-batch-sizing

—

hasRunIdblah/training-and-evals/25

novels_all_20260225152704_30v8

—

learningRateblah/training-and-evals/25

0.0003

—

modelAttentionHeadsblah/training-and-evals/25

—

modelEmbeddingDimensionblah/training-and-evals/25

384

—

modelLayerCountblah/training-and-evals/25

—

modelParameterCountblah/training-and-evals/25

15.9

—

modelSizeInMemoryblah/training-and-evals/25

60.7

—

mutationRateblah/training-and-evals/25

0.6

—

mutationRateDescriptionblah/training-and-evals/25

aggressive

—

mutationRateGoalblah/training-and-evals/25

ex:exploration

—

optimizerblah/training-and-evals/25

ex:adamw

—

populationSizeblah/training-and-evals/25

—

precisionFormatblah/training-and-evals/25

ex:f16

—

labelblah/training-and-evals/25

50k Symbio Novels Training Run

—

typeblah/training-and-evals/25

ex:TrainingRun

—

searchStepsPerCandidateblah/training-and-evals/25

500

—

selectionStrategyblah/training-and-evals/25

ex:top-k-by-val-loss

—

symbiogenesisConfigIncludesblah/training-and-evals/25

ex:activation-variety

—

totalSearchStepsblah/training-and-evals/25

48000

—

trackingEnabledblah/training-and-evals/25

ex:candidates

—

trackingEnabledblah/training-and-evals/25

ex:mi-profiles

—

trackingEnabledblah/training-and-evals/25

ex:reports

—

trackingEnabledblah/training-and-evals/25

ex:summaries

—

usesBackendblah/training-and-evals/25

ex:helios

—

usesDatasetblah/training-and-evals/25

ex:novels-all-txt

—

usesHardwareblah/training-and-evals/25

ex:nvidia-l4

—

usesMonitoringMethodblah/training-and-evals/25

ex:cusum-monitoring

—

usesTokenizerblah/training-and-evals/25

ex:bpe-tokenizer

New Training Run Novels

Tracking Enabledin dispute`trackingEnabled`

Uses Monitoring Method`usesMonitoringMethod`

Has Batch Sizing Strategy`hasBatchSizingStrategy`

Selection Strategy`selectionStrategy`

Diversity Bonus Schedule`diversityBonusSchedule`

Diversity Bonus`diversityBonus`

Mutation Rate Goal`mutationRateGoal`

Mutation Rate Description`mutationRateDescription`

Mutation Rate`mutationRate`

Total Search Steps`totalSearchSteps`

Generation Count`generationCount`

Population Size`populationSize`

Inbound mentions (1)

`announcedEvent`Announced Event(1)

Other facts (22)

Timeline

References (1)

See also

Keep researching

New Training Run Novels

Tracking Enabledin disputetrackingEnabled

Uses Monitoring MethodusesMonitoringMethod

Has Batch Sizing StrategyhasBatchSizingStrategy

Selection StrategyselectionStrategy

Diversity Bonus SchedulediversityBonusSchedule

Diversity BonusdiversityBonus

Mutation Rate GoalmutationRateGoal

Mutation Rate DescriptionmutationRateDescription

Mutation RatemutationRate

Total Search StepstotalSearchSteps

Generation CountgenerationCount

Population SizepopulationSize

Inbound mentions (1)

announcedEventAnnounced Event(1)

Other facts (22)

Timeline

References (1)

See also

Keep researching

Tracking Enabledin dispute`trackingEnabled`

Uses Monitoring Method`usesMonitoringMethod`

Has Batch Sizing Strategy`hasBatchSizingStrategy`

Selection Strategy`selectionStrategy`

Diversity Bonus Schedule`diversityBonusSchedule`

Diversity Bonus`diversityBonus`

Mutation Rate Goal`mutationRateGoal`

Mutation Rate Description`mutationRateDescription`

Mutation Rate`mutationRate`

Total Search Steps`totalSearchSteps`

Generation Count`generationCount`

Population Size`populationSize`

`announcedEvent`Announced Event(1)