KickModel

as donto believed on

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

KickModel has 63 facts recorded in Dontopedia across 9 references, with 1 live disagreement.

63 facts·58 predicates·9 sources·1 in dispute

Mostly:rdf:type(3), supports byte level(1), attempted generalization beyond(1)

Inbound mentions (10)

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.

`existsInKickmodel`Exists in Kickmodel(1)

Freqweighted Evictionex:freqweighted-eviction

`forModel`For Model(1)

Triton Kernelsex:triton-kernels

`hasSubject`Has Subject(1)

Comparison Wave Vs Kickex:comparison-wave-vs-kick

`isComparableTo`Is Comparable to(1)

Analytical V5 Runex:analytical-v5-run

`isOptimalFor`Is Optimal for(1)

Fibonacci S2 Quaternion Kickex:fibonacci-s2-quaternion-kick

`lacksWordLevelCoherence`Lacks Word Level Coherence(1)

Ugtex:ugt

`portedFrom`Ported From(1)

Training Loopex:training-loop

`presupposesExistenceOf`Presupposes Existence of(1)

Reportex:report

`sameAsIn`Same As in(1)

Softmax Cross Entropyex:softmax-cross-entropy

`selectsAsTopPick`Selects As Top Pick(1)

Xenonfunex:xenonfun

Other facts (60)

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.

60 facts

Predicate	Value	Ref
Rdf:type	Model Architecture	[7]
Rdf:type	Language Model	[8]
Rdf:type	Neural Network Architecture	[9]
Supports Byte Level	Byte Level	[1]
Attempted Generalization Beyond	Byte Level	[1]
Has Cache Entry Limit	200	[1]
Has Sparse Cache for	Bpe 8k	[1]
Uses Generation Method	Token-by-token	[2]
Achieves Speed	O(1)/token	[2]
Uses Cache Type	ConstellationCache	[2]
Knob Includes Momentum	Momentum	[3]
Knob Includes Lr	Learning Rate	[3]
Presupposes Autonomous Behavior After Kick	true	[3]
Activated by Kick	true	[3]
Underwent Analytical Training	Analytical Training Session	[3]
Has Limited Knobs	true	[3]
Part of Project	Harmonicmlx	[3]
Loaded Data From File	Fineweb Edu Bpe8k Npy	[3]
Loaded Data Bytes	20480128	[3]
Referenced in Comparison	Analytical V5 Run	[4]
Exists As Benchmark	True	[4]
Achieves Bpb	2.54	[4]
Uses	Quaternion Dynamics	[4]
Achieves Word Coherence	Word Level Coherence	[5]
Benchmark for Coherence	Word Level Coherence	[5]
Provides Training Infrastructure	True	[6]
Has Version	G8 Fibonacci	[6]
Keep Component	Fibonacci S2 Quaternion Kick	[6]
Baseline Model	True	[6]
Uses Loss	Softmax Cross Entropy	[6]
Has Mathematical Formulation	∂ₜΨ = [Ω, Ψ] - γ⟨Ψ⟩ + kick	[7]
Described As	S³ oscillator	[7]
Uses Integration Method	exp-map geodesic integration	[7]
Uses Component	Omega Matrix	[7]
Has Variable	Psi State	[7]
Has Parameter	Gamma	[7]
Has Component	Kick Term	[7]
Sparse Extreme Mode	true	[9]
Recommended for	fast iteration	[9]
Total Parameter Count	25	[9]
Parameter Count Condition	G Equals 8 Configuration	[9]
Bits Per Byte	2.04	[9]
Evaluated on Dataset	Fineweb	[9]
Architecture Formula	∂ₜΨ = [Ω, Ψ] − γ⟨Ψ⟩ + kick	[9]
Oscillator Type	S³ oscillators	[9]
Oscillator Parameter Count	11	[9]
Uses Exp Map Geodesic	true	[9]
Has Fifo Bivector Cache	true	[9]
Has Analytical Bptt	true	[9]
Analytical Bptt Speedup	6.5	[9]
Gradient Parity Check	Trivial Task	[9]
Fits in L1 Cache	true	[9]
Runtime Location	Gb10 Hardware	[9]
Potential Throughput	Millions of Steps in Minutes	[9]
Utility	Testing Optimization Tricks	[9]
Estimated Port Effort	~1 day	[9]
Port Size	smallest port	[9]
Param Count Diagnostic Value	clean diagnostic	[9]
Gb10 Throughput Attribute	Hilarious	[9]
Role	sanity benchmark	[9]

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.

63 undated

—

supportsByteLevelblah/watt-activation/part-480

ex:byte-level

—

attemptedGeneralizationBeyondblah/watt-activation/part-480

ex:byte-level

—

hasCacheEntryLimitblah/watt-activation/part-480

200

—

hasSparseCacheForblah/watt-activation/part-480

ex:bpe-8k

—

usesGenerationMethodblah/watt-activation/part-486

Token-by-token

—

achievesSpeedblah/watt-activation/part-486

O(1)/token

—

usesCacheTypeblah/watt-activation/part-486

ConstellationCache

—

knobIncludesMomentumblah/watt-activation/part-482

ex:momentum

—

knobIncludesLrblah/watt-activation/part-482

ex:learning-rate

—

presupposesAutonomousBehaviorAfterKickblah/watt-activation/part-482

true

—

activatedByKickblah/watt-activation/part-482

true

—

underwentAnalyticalTrainingblah/watt-activation/part-482

ex:analytical-training-session

—

hasLimitedKnobsblah/watt-activation/part-482

true

—

partOfProjectblah/watt-activation/part-482

ex:harmonicmlx

—

loadedDataFromFileblah/watt-activation/part-482

ex:fineweb-edu-bpe8k-npy

—

loadedDataBytesblah/watt-activation/part-482

20480128

—

referencedInComparisonblah/watt-activation/part-495

ex:analytical-v5-run

—

existsAsBenchmarkblah/watt-activation/part-495

ex:true

—

achievesBpbblah/watt-activation/part-495

2.54

—

usesblah/watt-activation/part-495

ex:quaternion-dynamics

—

achievesWordCoherenceblah/watt-activation/part-497

ex:word-level-coherence

—

benchmarkForCoherenceblah/watt-activation/part-497

ex:word-level-coherence

—

providesTrainingInfrastructureblah/watt-activation/part-496

ex:true

—

hasVersionblah/watt-activation/part-496

ex:g8-fibonacci

—

keepComponentblah/watt-activation/part-496

ex:fibonacci-s2-quaternion-kick

—

baselineModelblah/watt-activation/part-496

ex:true

—

usesLossblah/watt-activation/part-496

ex:softmax-cross-entropy

—

typeblah/watt-activation/481

ex:ModelArchitecture

—

labelblah/watt-activation/481

KickModel

—

hasMathematicalFormulationblah/watt-activation/481

∂ₜΨ = [Ω, Ψ] - γ⟨Ψ⟩ + kick

—

describedAsblah/watt-activation/481

S³ oscillator

—

usesIntegrationMethodblah/watt-activation/481

exp-map geodesic integration

—

usesComponentblah/watt-activation/481

ex:omega-matrix

—

hasVariableblah/watt-activation/481

ex:psi-state

—

hasParameterblah/watt-activation/481

ex:gamma

—

hasComponentblah/watt-activation/481

ex:kick-term

—

typeblah/watt-activation/685

ex:LanguageModel

—

labelblah/watt-activation/685

KickModel

—

labelblah/watt-activation/693

KickModel

—

typeblah/watt-activation/693

ex:NeuralNetworkArchitecture

—

sparseExtremeModeblah/watt-activation/693

true

—

recommendedForblah/watt-activation/693

fast iteration

—

totalParameterCountblah/watt-activation/693

—

parameterCountConditionblah/watt-activation/693

ex:g-equals-8-configuration

—

bitsPerByteblah/watt-activation/693

2.04

—

evaluatedOnDatasetblah/watt-activation/693

ex:fineweb

—

architectureFormulablah/watt-activation/693

∂ₜΨ = [Ω, Ψ] − γ⟨Ψ⟩ + kick

—

oscillatorTypeblah/watt-activation/693

S³ oscillators

—

oscillatorParameterCountblah/watt-activation/693

—

usesExpMapGeodesicblah/watt-activation/693

true

—

hasFifoBivectorCacheblah/watt-activation/693

true

—

hasAnalyticalBpttblah/watt-activation/693

true

—

analyticalBpttSpeedupblah/watt-activation/693

6.5

—

gradientParityCheckblah/watt-activation/693

ex:trivial-task

—

fitsInL1Cacheblah/watt-activation/693

true

—

runtimeLocationblah/watt-activation/693

ex:gb10-hardware

—

potentialThroughputblah/watt-activation/693

ex:millions-of-steps-in-minutes

—

utilityblah/watt-activation/693

ex:testing-optimization-tricks

—

estimatedPortEffortblah/watt-activation/693

~1 day

—

portSizeblah/watt-activation/693

smallest port

—

paramCountDiagnosticValueblah/watt-activation/693

clean diagnostic

—

gb10ThroughputAttributeblah/watt-activation/693

ex:hilarious

—

roleblah/watt-activation/693

sanity benchmark

References (9)

9 references

[1]Part 4804 facts
ctx:discord/blah/watt-activation/part-480
[2]Part 4863 facts
ctx:discord/blah/watt-activation/part-486
[3]Part 4829 facts
ctx:discord/blah/watt-activation/part-482
[4]Part 4954 facts
ctx:discord/blah/watt-activation/part-495
[5]Part 4972 facts
ctx:discord/blah/watt-activation/part-497
[6]Part 4965 facts
ctx:discord/blah/watt-activation/part-496
[7]4819 facts
ctx:discord/blah/watt-activation/481
- full textwatt-activation-481
  text/plain3 KBdoc:agent/watt-activation-481/00c8be1c-8839-4973-9fac-0dd3b65dedec
  Show excerpt
  [2026-03-21 23:20] xenonfun: ``` ⏺ Here's the report for your expert: --- KickModel BPE-8K Results Report Architecture ∂ₜΨ = [Ω, Ψ] - γ⟨Ψ⟩ + kick — S³ oscillator with exp-map geodesic integration New Features Implemented 1.…
[8]6852 facts
ctx:discord/blah/watt-activation/685
- full textwatt-activation-685
  text/plain3 KBdoc:agent/watt-activation-685/d1abedb6-54a0-4109-8585-623e816ac07f
  Show excerpt
  [2026-04-23 22:03] xenonfun: ``` /btw how might it apply in llm style like our other models or suppliment? Good question — a few concrete angles where CliffordNet's machinery could cross over to LLM-style use: Direct reuse of the …
[9]69325 facts
ctx:discord/blah/watt-activation/693
- full textwatt-activation-693
  text/plain3 KBdoc:agent/watt-activation-693/8372b985-fcfe-4f68-a730-4cd9d14a0fb9
  Show excerpt
  [2026-04-28 23:22] xenonfun: KickModel (sparse extreme — top pick for fast iteration) 25 params total at g=8 (yes, twenty-five). BPB 2.04 on fineweb. Architecture: ∂ₜΨ = [Ω, Ψ] − γ⟨Ψ⟩ + kick, G independent S³ oscillators (3G+1 params), exp…

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KickModel

Inbound mentions (10)

existsInKickmodelExists in Kickmodel(1)

forModelFor Model(1)

hasSubjectHas Subject(1)

isComparableToIs Comparable to(1)

isOptimalForIs Optimal for(1)

lacksWordLevelCoherenceLacks Word Level Coherence(1)

portedFromPorted From(1)

presupposesExistenceOfPresupposes Existence of(1)

sameAsInSame As in(1)

selectsAsTopPickSelects As Top Pick(1)

Other facts (60)

Timeline

References (9)

See also

Keep researching

`existsInKickmodel`Exists in Kickmodel(1)

`forModel`For Model(1)

`hasSubject`Has Subject(1)

`isComparableTo`Is Comparable to(1)

`isOptimalFor`Is Optimal for(1)

`lacksWordLevelCoherence`Lacks Word Level Coherence(1)

`portedFrom`Ported From(1)

`presupposesExistenceOf`Presupposes Existence of(1)

`sameAsIn`Same As in(1)

`selectsAsTopPick`Selects As Top Pick(1)