Unified Rotor Gpu 25m

as donto believed on

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

Has Parameter Count	19000000^[1]
Has Parameter Count	19^[2]
Crossed Bpb Threshold at Approx Step	2000^[2]
Crossed Bpb Threshold at Approx Step	1500^[2]
Has Best Bpb at Step	1.71^[1]
Has Best Bpb at Step	1.61^[1]
Has Bpb at Step	1.74^[1]
Has Bpb at Step	1.8^[1]
Approaches Bpb of	Kura Pp Warm Restart Wavenative^[2]
Assumes Trajectory Through	Cosine Decay^[2]
Crossed Bpb Threshold	1.89^[2]
Crossed Bpb Threshold of Lohe Delta E Binding	2.1^[2]

ex:unified-rotor-gpu-25m

Unified Rotor Gpu 25m has 75 facts recorded in Dontopedia across 2 references, with 4 live disagreements.

75 facts·63 predicates·2 sources·4 in dispute

Mostly:has best bpb at step(6), has bpb at step(6), has parameter count(2)

Has Parameter Countin dispute`hasParameterCount`

19000000^[1]sourceall time · 679
19^[2]all time · Part 682

Crossed Bpb Threshold at Approx Stepin dispute`crossedBpbThresholdAtApproxStep`

2000^[2]all time · Part 682
1500^[2]all time · Part 682

Has Best Bpb at Stepin dispute`hasBestBpbAtStep`

1.71^[1]sourceall time · 679
1.61^[1]sourceall time · 679
1.65^[1]sourceall time · 679
1.56^[1]sourceall time · 679
1.86^[1]sourceall time · 679
2.2^[1]sourceall time · 679

Has Bpb at Stepin dispute`hasBpbAtStep`

1.74^[1]sourceall time · 679
1.8^[1]sourceall time · 679
1.94^[1]sourceall time · 679
2.28^[1]sourceall time · 679
1.91^[1]sourceall time · 679
1.72^[1]sourceall time · 679

Approaches Bpb of`approachesBpbOf`

Kura Pp Warm Restart Wavenative^[2]all time · Part 682

Assumes Trajectory Through`assumesTrajectoryThrough`

Cosine Decay^[2]all time · Part 682

Crossed Bpb Threshold`crossedBpbThreshold`

1.89^[2]all time · Part 682

Crossed Bpb Threshold of Lohe Delta E Binding`crossedBpbThresholdOfLoheDeltaEBinding`

2.1^[2]all time · Part 682

Current Training Step`currentTrainingStep`

7220^[2]all time · Part 682

Has Best Bpb So Far`hasBestBpbSoFar`

1.56^[2]all time · Part 682

Has Best Bpb Value at Step1000`hasBestBpbValueAtStep1000`

2.2^[2]all time · Part 682

Has Best Bpb Value at Step2000`hasBestBpbValueAtStep2000`

1.86^[2]all time · Part 682

Inbound mentions (9)

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.

`isEasyDoReMiCategory`Is Easy Do Re Mi Category(2)

Narrativeex:narrative
Tinystoriesex:tinystories

`isHardestDoReMiCategory`Is Hardest Do Re Mi Category(2)

Dense Scienceex:dense-science
Eduex:edu

`comparesRuns`Compares Runs(1)

Xenonfun Message 2026 04 22 14 42ex:xenonfun-message-2026-04-22-14-42

`givesOutlook`Gives Outlook(1)

Xenonfun Message Outlookex:xenonfun-message-outlook

`improvesOverTimeSlower`Improves Over Time Slower(1)

Lohe Delta 25m Replicationex:lohe-delta-25m-replication

`storesDataFor`Stores Data for(1)

Metrics Jsonlex:metrics-jsonl

`subjectOfForecast`Subject of Forecast(1)

Forecast 20k Stepex:forecast-20k-step

Other facts (51)

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.

51 facts

Predicate	Value	Ref
Has Best Bpb Value at Step3000	1.71	[2]
Has Best Bpb Value at Step5000	1.65	[2]
Has Best Bpb Value at Step7000	1.61	[2]
Has Best Bpb Value at Step7200	1.56	[2]
Has Best Bpb Value at Step7220	1.56	[2]
Has Bpb Value at Step1000	2.28	[2]
Has Bpb Value at Step2000	1.94	[2]
Has Bpb Value at Step3000	1.91	[2]
Has Bpb Value at Step5000	1.72	[2]
Has Bpb Value at Step7000	1.8	[2]
Has Bpb Value at Step7220	1.74	[2]
Has Current Best Bpb Distance to Wavenative	0.22	[2]
Has Do Re Mi Weight Dense Science	0.21	[2]
Has Do Re Mi Weight Edu	0.19	[2]
Has Do Re Mi Weight Narrative	0.06	[2]
Has Do Re Mi Weight Tinystories	0.06	[2]
Has Remaining Steps to Total	12800	[2]
Has Throughput Tok Per Sec	23400	[2]
Is Ahead by Bpb	1.2	[2]
Is Ahead of Prior Run at Same Step	Best Comparable Prior Run	[2]
Is Slower Per Token by Factor	2.7	[2]
Predicted Best Bpb at Step20000	1.35-1.45	[2]
Predicted Better Than	Lohe Delta Variants	[2]
Predicted Competitive With	Wavenative 25m Production	[2]
Represents Net Win	Wall Clock Time	[2]
Uses Method	Doremi	[2]
Crosses Threshold Earlier Than	Lohe Delta a	[2]
Expected to Be Competitive	Wavenative 25m Production	[2]
Implies Superior Learning Rate	Prior Runs	[2]
Improves Over Time	Bpb Decrease	[2]
Predicted to Be Much Better Than	Lohe Delta Variants	[2]
Presupposes Prior Runs Exist	Comparable Prior Runs	[2]
Has Schedule	cosine decay	[1]
Advantageous in	Wall Clock Time	[1]
Slowness Factor	2.7	[1]
Slower Than	Lohe Delta 25m Replication	[1]
Has Throughput	23400	[1]
Approaches Value	1.392	[1]
Has Component	Unified Block	[1]
Target Is	Wavenative 25m Production	[1]
Steps Remaining	12800	[1]
Distance From Target Bpb	0.22	[1]
Crossed Bpb of	2.10 at ~1500	[1]
Crossed Bpb at Step	1.89 at 2000	[1]
Outperforms	Lohe Delta 25m Replication	[1]
Outperforms by Margin	~1.2 BPB	[1]
Has Metric	Bpb	[1]
Current Step	7220	[1]
Uses Data	Doremi Dataset	[1]
Rdfs:label	unified_rotor_gpu_25m	[1]
Teleologically Aims for Low Bpb	Training Objective	[2]

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.

75 undated

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advantageousInblah/watt-activation/679

ex:wall-clock-time

—

approachesBpbOfblah/watt-activation/part-682

ex:kura-pp-warm-restart-wavenative

—

approachesValueblah/watt-activation/679

1.392

—

assumesTrajectoryThroughblah/watt-activation/part-682

ex:cosine-decay

—

crossedBpbAtStepblah/watt-activation/679

1.89 at 2000

—

crossedBpbOfblah/watt-activation/679

2.10 at ~1500

—

crossedBpbThresholdblah/watt-activation/part-682

1.89

—

crossedBpbThresholdAtApproxStepblah/watt-activation/part-682

2000

—

crossedBpbThresholdAtApproxStepblah/watt-activation/part-682

1500

—

crossedBpbThresholdOfLoheDeltaEBindingblah/watt-activation/part-682

2.1

—

crossesThresholdEarlierThanblah/watt-activation/part-682

ex:lohe-delta-a

—

currentStepblah/watt-activation/679

7220

—

currentTrainingStepblah/watt-activation/part-682

7220

—

distanceFromTargetBpbblah/watt-activation/679

0.22

—

expectedToBeCompetitiveblah/watt-activation/part-682

ex:wavenative-25m-production

—