Dontopedia

your domain

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-20.)

your domain has 88 facts recorded in Dontopedia across 16 references, with 16 live disagreements.

88 facts·30 predicates·16 sources·16 in dispute

Mostly:ex:involves(16), rdf:type(7), donto:involves(6)

Maturity scale raw canonical shape-checked rule-derived certified

Ex:involvesin disputeex:involves

  • Authentication[15]all time · Discord:1349727923434815519:1451827160703569920
  • Secrets Management[15]all time · Discord:1349727923434815519:1451827160703569920
  • Chatops[15]all time · Discord:1349727923434815519:1451827160703569920
  • Devops[15]all time · Discord:1349727923434815519:1451827160703569920
  • Site Reliability Engineering[15]all time · Discord:1349727923434815519:1451827160703569920
  • Bot Development[15]all time · Discord:1349727923434815519:1451827160703569920
  • software development[16]all time · Discord:1349727923434815519:1513744679420825711
  • version control[16]all time · Discord:1349727923434815519:1513744679420825711
  • chat-based collaboration[16]all time · Discord:1349727923434815519:1513744679420825711
  • DevOps[16]all time · Discord:1349727923434815519:1513744679420825711

Inbound mentions (34)

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.

rdf:typeRdf:type(5)

hasParameterHas Parameter(2)

recommendedForRecommended for(2)

admittedForgettingAdmitted Forgetting(1)

canHaveDomainPointedAtCan Have Domain Pointed at(1)

classifiedAsClassified As(1)

complimentsCompliments(1)

deathLocationDeath Location(1)

expressesUncertaintyAboutExpresses Uncertainty About(1)

hasDeploymentModeHas Deployment Mode(1)

hasDomainHas Domain(1)

hostedBehindHosted Behind(1)

ignoresIgnores(1)

improbableImprobable(1)

isAIs a(1)

locationOppositeLocation Opposite(1)

occurredAtOccurred at(1)

packsChunksSequentiallyFromDomainPacks Chunks Sequentially From Domain(1)

plansDomainRegistrationPlans Domain Registration(1)

precededLandingPreceded Landing(1)

purchasedDomainPurchased Domain(1)

purchasedForLongTermIdeaPurchased for Long Term Idea(1)

requirementRequirement(1)

requiresInputRequires Input(1)

semanticRoleSemantic Role(1)

supportsDeploymentModeSupports Deployment Mode(1)

tangentialToTangential to(1)

willBeHeldAtWill Be Held at(1)

Other facts (70)

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.

70 facts
PredicateValueRef
Rdf:typeContextual Scope[7]
Rdf:typeNetwork Identifier[9]
Rdf:typeConfiguration Variable[10]
Rdf:typeDomain[11]
Rdf:typeQuery Processing[12]
Rdf:typeConcept[14]
Rdf:typeDomain[16]
Donto:involvesBattery Management[11]
Donto:involvesPower Electronics[11]
Donto:involvesIndustrial Communication[11]
Donto:involvesEmbedded Software[11]
Donto:involvesDebugging[16]
Donto:involvesTesting[16]
Ex:includestransformers[11]
Ex:includesattention-mechanism[11]
Ex:includesKV-cache[11]
Ex:includesbatching[11]
Ex:includesquantization[11]
Ex:includessharding[11]
Ex:related ProjectsTgi[11]
Ex:related ProjectsTensor Rt Llm[11]
Ex:related ProjectsLlama Cpp[11]
Ex:related ProjectsSg Lang[11]
Ex:related ProjectsTriton[11]
Donto:practitionersEmbedded Engineers[11]
Donto:practitionersPower Engineers[11]
Donto:practitionersFirmware Developers[11]
Donto:practitionersDevelopers[16]
Donto:standardsModbus Protocol[11]
Donto:standardsBluetooth Specification[11]
Donto:standardsRs485[11]
Donto:standardsBluetooth Core Spec[11]
Donto:formatsModbus Registers[11]
Donto:formatsBlegatt[11]
Donto:formatsGatt Services[11]
Donto:formatsGatt Characteristics[11]
Donto:ecosystemVictron Energy[11]
Donto:ecosystemSolar Pv[11]
Donto:ecosystemBattery Storage[11]
Donto:ecosystemEnergy Management System[11]
Ex:toolsHugging Face[11]
Ex:toolsPy Torch[11]
Ex:toolsCuda[11]
Ex:toolsNvidia Gp US[11]
Donto:toolsCargo[11]
Donto:toolsSerial Analyzer[11]
Donto:toolsBle Scanner[11]
ContainsAws[8]
ContainsAzure[8]
Donto:nameEnergy Hardware Control[11]
Donto:namesoftware development[16]
Applies toNltk Approach[14]
Applies toSpa Cy Approach[14]
Ex:formatsGGUF[11]
Ex:formatsONNX[11]
Updated WithHumour Constraint[1]
Updated With Constrainthumour[2]
Currently Points atSister Project[3]
Associated WithV0[4]
Afraid of Close QuartersMerani[5]
Not Bent on Fightinggenerally doubtful[5]
Located inSydney[6]
Context forIdentification Step[7]
ScopesIdentification Step[7]
Assigned ValueAuth0 Domain[10]
Has Topicquery-rewriting[12]
Has Characteristicsynonym mismatches[13]
RequiresSynonym Mismatch Handling[13]
Ex:practitionersML Engineers[11]
Ex:standardssafetensors[11]

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.

updatedWithblah/blocks/part-6
ex:humour-constraint
updatedWithConstraintblah/blocks/part-2
humour
currentlyPointsAtblah/general/part-70
ex:sister-project
associatedWithblah/tpmjs/part-2
ex:v0
afraidOfCloseQuarterstrove-cooktown/coloured-persons
ex:merani
notBentOnFightingtrove-cooktown/coloured-persons
generally doubtful
locatedIntrove-cooktown/north-shore-full
ex:sydney
typebeam/5cff64fb-09e1-4980-ad0a-ef5ec5a8f658
ex:ContextualScope
contextForbeam/5cff64fb-09e1-4980-ad0a-ef5ec5a8f658
ex:identification-step
scopesbeam/5cff64fb-09e1-4980-ad0a-ef5ec5a8f658
ex:identification-step
labelbeam/5cff64fb-09e1-4980-ad0a-ef5ec5a8f658
your domain
containsbeam/00cdc537-8b7e-4b37-b57c-4f93d2e66709
ex:aws
containsbeam/00cdc537-8b7e-4b37-b57c-4f93d2e66709
ex:azure
typebeam/db582d19-4bda-401e-b148-78fdc6515868
ex:NetworkIdentifier
typebeam/47555ea3-f1f4-45c7-9d99-647a9bba4e97
ex:ConfigurationVariable
assignedValuebeam/47555ea3-f1f4-45c7-9d99-647a9bba4e97
ex:AUTH0_DOMAIN
typeclaims/session/discord:1349727923434815519:1474609483052355796
donto:Domain
nameclaims/session/discord:1349727923434815519:1474609483052355796
donto:EnergyHardwareControl
involvesclaims/session/discord:1349727923434815519:1474609483052355796
donto:BatteryManagement
involvesclaims/session/discord:1349727923434815519:1474609483052355796
donto:PowerElectronics
involvesclaims/session/discord:1349727923434815519:1474609483052355796
donto:IndustrialCommunication
involvesclaims/session/discord:1349727923434815519:1474609483052355796
donto:EmbeddedSoftware
practitionersclaims/session/discord:1349727923434815519:1474609483052355796
donto:EmbeddedEngineers
practitionersclaims/session/discord:1349727923434815519:1474609483052355796
donto:PowerEngineers
practitionersclaims/session/discord:1349727923434815519:1474609483052355796
donto:FirmwareDevelopers
standardsclaims/session/discord:1349727923434815519:1474609483052355796
donto:ModbusProtocol
standardsclaims/session/discord:1349727923434815519:1474609483052355796
donto:BluetoothSpecification
standardsclaims/session/discord:1349727923434815519:1474609483052355796
donto:RS485
standardsclaims/session/discord:1349727923434815519:1474609483052355796
donto:BluetoothCoreSpec
toolsclaims/session/discord:1349727923434815519:1474609483052355796
donto:Cargo
toolsclaims/session/discord:1349727923434815519:1474609483052355796
donto:SerialAnalyzer
toolsclaims/session/discord:1349727923434815519:1474609483052355796
donto:BLEScanner
formatsclaims/session/discord:1349727923434815519:1474609483052355796
donto:ModbusRegisters
formatsclaims/session/discord:1349727923434815519:1474609483052355796
donto:BLEGATT
formatsclaims/session/discord:1349727923434815519:1474609483052355796
donto:GATTServices
formatsclaims/session/discord:1349727923434815519:1474609483052355796
donto:GATTCharacteristics
ecosystemclaims/session/discord:1349727923434815519:1474609483052355796
donto:VictronEnergy
ecosystemclaims/session/discord:1349727923434815519:1474609483052355796
donto:SolarPV
ecosystemclaims/session/discord:1349727923434815519:1474609483052355796
donto:BatteryStorage
ecosystemclaims/session/discord:1349727923434815519:1474609483052355796
donto:EnergyManagementSystem
typebeam/1a46c224-7b60-476e-a349-6937e2c3fff0
ex:QueryProcessing
hasTopicbeam/1a46c224-7b60-476e-a349-6937e2c3fff0
query-rewriting
hasCharacteristicbeam/5355a3f4-61dc-44b1-bfb9-44b0336b6344
synonym mismatches
requiresbeam/5355a3f4-61dc-44b1-bfb9-44b0336b6344
ex:synonym-mismatch-handling
typebeam/d3085147-82dc-467c-b68b-9b2b3835c27e
ex:Concept
labelbeam/d3085147-82dc-467c-b68b-9b2b3835c27e
natural language processing domain
appliesTobeam/d3085147-82dc-467c-b68b-9b2b3835c27e
ex:NLTK_approach
appliesTobeam/d3085147-82dc-467c-b68b-9b2b3835c27e
ex:spaCy_approach
involvesclaims/session/discord:1349727923434815519:1451827160703569920
ex:authentication
involvesclaims/session/discord:1349727923434815519:1451827160703569920
ex:secretsManagement
involvesclaims/session/discord:1349727923434815519:1451827160703569920
ex:chatops
involvesclaims/session/discord:1349727923434815519:1451827160703569920
ex:devops
involvesclaims/session/discord:1349727923434815519:1451827160703569920
ex:siteReliabilityEngineering
involvesclaims/session/discord:1349727923434815519:1451827160703569920
ex:botDevelopment
involvesclaims/session/discord:1349727923434815519:1513744679420825711
software development
involvesclaims/session/discord:1349727923434815519:1513744679420825711
version control
involvesclaims/session/discord:1349727923434815519:1513744679420825711
chat-based collaboration
involvesclaims/session/discord:1349727923434815519:1513744679420825711
DevOps
involvesclaims/session/discord:1349727923434815519:1513744679420825711
knowledge management
involvesclaims/session/discord:1349727923434815519:1513744679420825711
team communication
involvesclaims/session/discord:1349727923434815519:1513744679420825711
code organization
involvesclaims/session/discord:1349727923434815519:1513744679420825711
software architecture
involvesclaims/session/discord:1349727923434815519:1513744679420825711
deployment
involvesclaims/session/discord:1349727923434815519:1513744679420825711
configuration management
typeclaims/session/discord:1349727923434815519:1513744679420825711
donto:Domain
nameclaims/session/discord:1349727923434815519:1513744679420825711
software development
involvesclaims/session/discord:1349727923434815519:1513744679420825711
ex:debugging
involvesclaims/session/discord:1349727923434815519:1513744679420825711
ex:testing
practitionersclaims/session/discord:1349727923434815519:1513744679420825711
ex:developers
includesclaims/session/discord:1349727923434815519:1474609483052355796
transformers
includesclaims/session/discord:1349727923434815519:1474609483052355796
attention-mechanism
includesclaims/session/discord:1349727923434815519:1474609483052355796
KV-cache
includesclaims/session/discord:1349727923434815519:1474609483052355796
batching
includesclaims/session/discord:1349727923434815519:1474609483052355796
quantization
includesclaims/session/discord:1349727923434815519:1474609483052355796
sharding
toolsclaims/session/discord:1349727923434815519:1474609483052355796
ex:HuggingFace
toolsclaims/session/discord:1349727923434815519:1474609483052355796
ex:PyTorch
toolsclaims/session/discord:1349727923434815519:1474609483052355796
ex:CUDA
toolsclaims/session/discord:1349727923434815519:1474609483052355796
ex:NvidiaGPUs
practitionersclaims/session/discord:1349727923434815519:1474609483052355796
ex:MLEngineers
standardsclaims/session/discord:1349727923434815519:1474609483052355796
safetensors
formatsclaims/session/discord:1349727923434815519:1474609483052355796
GGUF
formatsclaims/session/discord:1349727923434815519:1474609483052355796
ONNX
relatedProjectsclaims/session/discord:1349727923434815519:1474609483052355796
ex:TGI
relatedProjectsclaims/session/discord:1349727923434815519:1474609483052355796
ex:TensorRT-LLM
relatedProjectsclaims/session/discord:1349727923434815519:1474609483052355796
ex:llamaCpp
relatedProjectsclaims/session/discord:1349727923434815519:1474609483052355796
ex:SGLang
relatedProjectsclaims/session/discord:1349727923434815519:1474609483052355796
ex:Triton

References (16)

16 references
  1. [1]Part 61 fact
    ctx:discord/blah/blocks/part-6
  2. [2]Part 21 fact
    ctx:discord/blah/blocks/part-2
  3. [3]Part 701 fact
    ctx:discord/blah/general/part-70
  4. [4]Part 21 fact
    ctx:discord/blah/tpmjs/part-2
  5. ctx:genes/trove-cooktown/coloured-persons
  6. ctx:genes/trove-cooktown/north-shore-full
  7. ctx:claims/beam/5cff64fb-09e1-4980-ad0a-ef5ec5a8f658
  8. ctx:claims/beam/00cdc537-8b7e-4b37-b57c-4f93d2e66709
  9. ctx:claims/beam/db582d19-4bda-401e-b148-78fdc6515868
    • full textbeam-chunk
      text/plain1 KBdoc:beam/db582d19-4bda-401e-b148-78fdc6515868
      Show excerpt
      - Load JMeter properties and set the locale. 2. **Create the Test Plan:** - Define a `TestPlan` and enable it. 3. **Create a Thread Group:** - Define a `ThreadGroup` with the desired number of threads and ramp-up period. - Set
  10. ctx:claims/beam/47555ea3-f1f4-45c7-9d99-647a9bba4e97
  11. ctx:memory/claims/session/discord:1349727923434815519:1474609483052355796
    • full textctx:memory/claims/session/discord:1349727923434815519:1474609483052355796
      text/plain122 Bdoc:memory/claims/session/discord:1349727923434815519:1474609483052355796/c0f0ebd1-a4f8-4558-830f-7606b022fb34
      Show excerpt
      xenonfun in #hardware: <@823468778704076810> highly recommend you check it out. will post recipe its still tweaking a bit.
    • full textctx:memory/claims/session/discord:1349727923434815519:1474609483052355796
      text/plain233 Bdoc:memory/claims/session/discord:1349727923434815519:1474609483052355796/6eef4273-53b6-4121-8654-4a110f1e1900
      Show excerpt
      xenonfun in #hardware: Outstanding — 11/11 grounded inside bbox, mean error 4px on the real dense dashboard, and the live clicks landed exactly on 📊 monitor and 🌐 network. Let me visually confirm the clicks actually switched views.
    • full textctx:memory/claims/session/discord:1349727923434815519:1474609483052355796
      text/plain42 Bdoc:memory/claims/session/discord:1349727923434815519:1474609483052355796/4f37dae8-d1d8-4286-8525-faa1f654ab1f
      Show excerpt
      xenonfun in #hardware: yeah its impressive
    • full textctx:memory/claims/session/discord:1349727923434815519:1474609483052355796
      text/plain523 Bdoc:memory/claims/session/discord:1349727923434815519:1474609483052355796/b9a55e67-2d54-4015-b82a-1dcc0d725016
      Show excerpt
      xenonfun in #hardware: ``` Concurrency sweep (mixed image+text, 256 tok out) — 46/46 OK ┌──────┬─────────────┬──────┬──────┐ │ Conc │ Gen tput │ p50 │ p95 │ ├──────┼─────────────┼──────┼──────┤ │ 1 │ 75.8 tok/s │ 3.0s │
    • full textctx:memory/claims/session/discord:1349727923434815519:1474609483052355796
      text/plain257 Bdoc:memory/claims/session/discord:1349727923434815519:1474609483052355796/0c953748-fc71-4d5d-b0c2-68597208eca5
      Show excerpt
      xenonfun in #hardware: All the earlier verifications still stand from this same running instance: KV fit at 0.35 (18 GB / 1.79M tokens → 6.84× at full 256K), tool calling working (structured tool_calls, qwen3_coder), and 44K-token needle
    • full textctx:memory/claims/session/discord:1349727923434815519:1474609483052355796
      text/plain54 Bdoc:memory/claims/session/discord:1349727923434815519:1474609483052355796/30584c55-874d-4651-890d-6f83d01a4524
      Show excerpt
      xenonfun in #hardware: running it thru some tests now.
    • full textctx:memory/claims/session/discord:1349727923434815519:1474609483052355796
      text/plain52 Bdoc:memory/claims/session/discord:1349727923434815519:1474609483052355796/6e3cf62a-690c-40b6-b16a-b36d39493091
      Show excerpt
      xenonfun in #hardware: yeah its looking pretty solid
    • full textctx:memory/claims/session/discord:1349727923434815519:1474609483052355796
      text/plain274 Bdoc:memory/claims/session/discord:1349727923434815519:1474609483052355796/502f1c9c-5acf-4057-b413-bfe6dc6dcd5d
      Show excerpt
      xenonfun in #hardware: would be nice if FP4 worked. Your GPU does not have native support for FP4 computation but FP4 quantization is being used. Weight-only FP4 compression will be used leveraging the Marlin kernel. This may degrade perfor
    • full textctx:memory/claims/session/discord:1349727923434815519:1474609483052355796
      text/plain157 Bdoc:memory/claims/session/discord:1349727923434815519:1474609483052355796/8780243b-2be7-4681-8ce3-966d6a6afe6a
      Show excerpt
      xenonfun in #hardware: holo3.1 running. faster than nemo with zero optimization, will see how it goes: https://huggingface.co/Hcompany/Holo-3.1-35B-A3B-NVFP4
    • full textctx:memory/claims/session/discord:1349727923434815519:1474609483052355796
      text/plain123 Bdoc:memory/claims/session/discord:1349727923434815519:1474609483052355796/c5427178-4263-4405-8c9f-e4981ccd3cbd
      Show excerpt
      xenonfun in #hardware: yeah I was going to start looking but that guy been working on it. glad can quant as they are heavy.
    • full textctx:memory/claims/session/discord:1349727923434815519:1474609483052355796
      text/plain64 Bdoc:memory/claims/session/discord:1349727923434815519:1474609483052355796/0eb9d3a3-adaa-4327-be57-1a144547ba65
      Show excerpt
      ajaxdavis in #hardware: that will be pretty sick to have locally
    • full textctx:memory/claims/session/discord:1349727923434815519:1474609483052355796
      text/plain65 Bdoc:memory/claims/session/discord:1349727923434815519:1474609483052355796/75f74b9d-cda4-40da-89a3-7081ca688dd6
      Show excerpt
      xenonfun in #hardware: https://x.com/i/status/2061810401013100871
  12. ctx:claims/beam/1a46c224-7b60-476e-a349-6937e2c3fff0
    • full textbeam-chunk
      text/plain1 KBdoc:beam/1a46c224-7b60-476e-a349-6937e2c3fff0
      Show excerpt
      - Regularly evaluate the accuracy of the rewritten queries and use the results to improve the rules. By implementing these improvements, you can enhance the accuracy and efficiency of your query rewriting algorithm. [Turn 9902] User: I'
  13. ctx:claims/beam/5355a3f4-61dc-44b1-bfb9-44b0336b6344
    • full textbeam-chunk
      text/plain1 KBdoc:beam/5355a3f4-61dc-44b1-bfb9-44b0336b6344
      Show excerpt
      Given your specific domain and the need to handle synonym mismatches effectively, **RoBERTa** or **BERT** are likely to be strong choices due to their robust context understanding capabilities. If computational resources are a concern, **Di
  14. ctx:claims/beam/d3085147-82dc-467c-b68b-9b2b3835c27e
  15. ctx:memory/claims/session/discord:1349727923434815519:1451827160703569920
  16. ctx:memory/claims/session/discord:1349727923434815519:1513744679420825711

See also

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