Dontopedia

outputs

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-11.)

outputs has 312 facts recorded in Dontopedia across 139 references, with 24 live disagreements.

312 facts·103 predicates·139 sources·24 in dispute

Mostly:rdf:type(104), has attribute(12), produced by(12)

Maturity scale raw canonical shape-checked rule-derived certified

Rdf:typein disputerdf:type

Has Attributein disputehasAttribute

  • Last Hidden State[14]all time · C470eab1 38ce 41c3 9d0a F012e744b156
  • last_hidden_state[16]all time · 6874c751 8be0 488a 869c E99e9432042e
  • last_hidden_state[30]all time · A7525a1c Bc82 4a1e Bd73 80860c828d16
  • Last Hidden State[33]all time · 8c02fcd4 197c 4a49 A932 71e66a0c7611
  • Loss[56]all time · De26bd5a A2da 49d1 B64f C8f7fe98d1f8
  • Last Hidden State[67]all time · A5fb0b7b 8c2b 4cfa 9507 32c9543dabc1
  • Logits[71]all time · 940b0bb1 72d6 48d7 Bb88 58d52ea49107
  • logits[72]all time · F0656b10 4efe 4bd0 9005 6e894f93f6b4
  • last_hidden_state[99]all time · 53d58b5f 0ac9 4fe0 A622 0ed22ea9a7eb
  • Logits[103]all time · A02ee05d 43ba 4227 8c08 961689e0388a

Produced byin disputeproducedBy

  • Model.generate[21]all time · A74a76e6 7207 4588 8dd3 B9ba1c8b0ad9
  • Forward Pass[23]all time · 193e4c1a 148c 43a3 A8dd 9dec5afc26ca
  • model[34]all time · 2be2881f Ef43 4d34 A71c 1e912762c4c9
  • Model[43]all time · B26fe48b Ffb9 4219 A7c2 C1ab2278f503
  • Model[45]all time · 4850d726 E34b 463e Aa6f E88fd1dd315e
  • scorer(batch_inputs)[62]all time · 815302c1 8846 46c0 B5a2 8475c92165b2
  • Model[75]all time · 7ac5933b 630f 4153 B2c5 26299e74cbac
  • Model[81]all time · A99ab184 7268 4087 8c02 Db8c27e7c554
  • Model[87]all time · 473b8b12 Bc82 4e33 85d3 1090ae8915bb
  • Model[88]all time · D722ad53 D442 458e B561 Cab7e12fcbbf

Containsin disputecontains

  • Loss Value[23]all time · 193e4c1a 148c 43a3 A8dd 9dec5afc26ca
  • Loss[35]all time · F266ef67 57dd 4b1f B9ab 661effb75c4b
  • last_hidden_state[40]all time · 719c7dfe 90ed 419b 85d5 Cac7ba365816
  • Last Hidden State[55]all time · 0d778d3d 86d2 4e66 B864 C688d77dde22
  • logits[72]all time · F0656b10 4efe 4bd0 9005 6e894f93f6b4
  • probabilities[72]all time · F0656b10 4efe 4bd0 9005 6e894f93f6b4
  • Last Hidden State[96]all time · 8ccee333 81d6 4ac5 B631 6cc1542266f7
  • logits[104]all time · 8a3d9053 Ab82 4206 8ea2 43c648648492
  • Last Hidden State[105]all time · 57e2ea52 F5cb 4239 Bf9f 3147a3b2efbc
  • Tensor Output[115]all time · D5992046 41d9 4d41 Bdf2 Ad4fbc1a033c

Other facts (144)

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.

144 facts
PredicateValueRef
Assigned FromModel Generate[26]
Assigned FromModel Generate Call[26]
Assigned FromBert Model[33]
Assigned FromModel.forward[35]
Assigned Fromsegment[54]
Assigned Frommodel(masked_input)[102]
Assigned FromModel.generate[124]
Returned byBert Model[33]
Returned byModel[37]
Returned byModel[98]
Returned byGenerate[110]
Returned byModel Generation[110]
Returned byBatch Model Generation[110]
Returned byModel.generate[115]
Accessed at Index0[17]
Accessed at Index0[25]
Accessed at Index0[58]
Accessed at Index0[115]
TypeList[26]
TypeModelOutput[72]
Typemodel-outputs[102]
TypeGeneration Outputs[114]
LackRecognizable Words[12]
LackCoherent Text[12]
LackJson Structure[12]
Created byModel.generate[18]
Created byModel[103]
Created bymodel_generate[119]
Indexed by0[21]
Indexed by0[110]
Indexed by0[116]
Assigned toOutputs Variable[29]
Assigned toTokenize Sentence[36]
Assigned toOutputs[49]
Assigned byModel Call[42]
Assigned byModel.generate[123]
Assigned byReformulate Query[130]
Used byPrint(outputs.last Hidden State)[66]
Used byCriterion[82]
Used byTokenizer.decode[124]
Input toCriterion[81]
Input toCriterion[87]
Input toprediction-processing[102]
Used inLoss Calculation[88]
Used inDecode[112]
Used inReformulated Query[130]
Indexed at0[115]
Indexed at0[116]
Indexed at0[130]
Data StructurePyTorch tensor[16]
Data StructureTensor[18]
Result ofModel Inference[29]
Result ofModel Forward Pass[68]
Compared WithExpected Results[46]
Compared WithTargets[65]
AccumulatesModel Output[51]
AccumulatesProcessing Loop[52]
Derived FromModel[76]
Derived Fromdata[126]
Is Result ofModel Forward Pass[78]
Is Result ofModel Generate[133]
Is Indexed0[117]
Is IndexedZeroth Element[133]
Source ofY Train[128]
Source ofY Test[128]
Has MemberWhat Is the Capital City of France?[134]
Has MemberWhat Is the Population of New York City?[134]
Usually SatisfyPass Threshold[1]
Usually PassPass Threshold[1]
Implies Model Undertrainedtrue[2]
Learned Token Relationships ViaPhase Synchronization[3]
Implicates Inability toHandle Adult Content[4]
Includes R GlobalInfo Dict[5]
Contain German Referencestrue[6]
Exist As Garbled Texttrue[6]
Derive From Training95gb Images[7]
Are Mean Field RegardlessPrompt[7]
Are Quite AbstractCurrent Moment[7]
Are Bad Enough That Metric Gap Irrelevanttrue[8]
Nearly IdenticalRegardless of Prompt[9]
Exhibit Uniformitynull[9]
Matches Prediction FromFindings Doc[9]
Requires Comparison AcrossSemantically Different Prompts[10]
Implicates Improving Coherencenull[11]
ShowStructural Patterns[12]
PreserveWhitespace Structure[12]
ExhibitPlausible Character Distributions Per Code[12]
Are Garblednull[13]
Fail to Complete Coherentlynull[13]
Has AttributeLast Hidden State[15]
Tensor TypeHidden State[16]
Is Produced byGeneration Process[19]
Is Used byAnswer Decoding[19]
Is Assigned byGenerate Call[19]
Index0[21]
Is Instance ofModel Outputs[22]
Is Generated byModel[22]
SourceModel Forward Pass[24]
Inferred TypeList[26]
FunctionCommunication[28]

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.

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ex:model
calledBybeam/ae3db3be-ae20-47cc-8927-626a8bbcc7ff
ex:fine-tune-model
typebeam/3cc5d31c-35a4-4597-8e38-60d3090543af
ex:Tensor
isResultOfbeam/d9a80d69-c4c9-47c5-8393-2eaf674f6563
ex:model-forward-pass
typebeam/ffb8ee8e-17cf-4b81-bea0-320e8177cbdf
ex:ModelOutputs
typebeam/83b7ffc5-1279-4335-ada0-ea777fe34915
ex:ModelPredictions
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typebeam/a7abc0ee-8432-433e-aeb8-ab1b35992228
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variable-namebeam/8b6abd69-54a1-41b8-bb85-d0b80bff1a3a
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ex:ModelOutputs
isComputedFrombeam/b37d3f65-b489-4a88-aa05-62e2c014851e
ex:batch-inputs

References (139)

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  14. ctx:claims/beam/c470eab1-38ce-41c3-9d0a-f012e744b156
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  95. ctx:claims/beam/cf0f131f-3746-4a4d-8090-55a6c610aac6
  96. ctx:claims/beam/8ccee333-81d6-4ac5-b631-6cc1542266f7
  97. ctx:claims/beam/24776806-43b0-491e-806d-e4f4e8d75851
  98. ctx:claims/beam/add559bf-3ce5-4390-a544-0660ac8acf99
  99. ctx:claims/beam/53d58b5f-0ac9-4fe0-a622-0ed22ea9a7eb
  100. ctx:claims/beam/bfbeff74-9af4-47ed-ad83-b2ad3d3c09ca
  101. ctx:claims/beam/a8d4e00d-0adb-49c2-a304-e8356b9d69a3
  102. ctx:claims/beam/3cb97947-2304-4ba1-a2c5-598750f9b2f9
  103. ctx:claims/beam/a02ee05d-43ba-4227-8c08-961689e0388a
  104. ctx:claims/beam/8a3d9053-ab82-4206-8ea2-43c648648492
  105. ctx:claims/beam/57e2ea52-f5cb-4239-bf9f-3147a3b2efbc
  106. ctx:claims/beam/08880dd4-acd2-4684-9e53-dc73ae969620
  107. ctx:claims/beam/eb869acc-2b0a-4006-98fb-a7f182c6bf42
  108. ctx:claims/beam/cc213d9b-9051-49f2-ac29-2090be7dfaea
  109. ctx:claims/beam/3affd7a8-7e04-4a36-b2ca-61a9bf87c290
  110. ctx:claims/beam/d60ad656-53df-4e07-8834-08ac48ef94c3
  111. ctx:claims/beam/4b1ae12a-274a-473e-bc98-2ce745221906
  112. ctx:claims/beam/8ad15c49-7753-4289-87d0-b36df6a2b841
  113. ctx:claims/beam/5050360f-2f09-4e7e-be4d-dd66f915e7fe
  114. ctx:claims/beam/02a78e85-75b8-44ad-845e-833d1a39bae2
  115. ctx:claims/beam/d5992046-41d9-4d41-bdf2-ad4fbc1a033c
  116. ctx:claims/beam/0f668a3a-349a-49b5-bde3-839e439e5464
  117. ctx:claims/beam/4bff2934-a4b3-4bfe-afcf-f1d1ebd5a3ee
  118. ctx:claims/beam/117f6da3-c824-44f6-b2d5-c579604dd7b4
  119. ctx:claims/beam/272c0d0a-4573-48c3-b0aa-0b08ac646db4
  120. ctx:claims/beam/625b0a67-3f2e-4325-bc2d-f02720f7b57d
  121. ctx:claims/beam/f1acc8e8-db39-4556-bbec-0ee7f29aeac4
  122. ctx:claims/beam/6964a23c-e677-4804-957c-6b37fd691ca1
  123. ctx:claims/beam/72a9f5f6-6ede-46cb-8457-4ffeaca26e19
  124. ctx:claims/beam/9fcfc92c-57a9-467e-86b3-63dd7ea33dbe
  125. ctx:claims/beam/83e14383-c855-4a1f-8c2c-fe0e2d17e86c
  126. ctx:claims/beam/d8979a94-2fe3-4d60-9245-1ee87c9d534c
  127. ctx:claims/beam/f65cac65-1aba-4d49-bd0b-30f129893de6
  128. ctx:claims/beam/d12b2d61-e885-4664-a34c-5efbe1a9589c
  129. ctx:claims/beam/88a5d8fe-a55a-4e46-9940-4f8c3c39cf8b
  130. ctx:claims/beam/50eac377-aaaf-4822-a440-3716011a2137
  131. ctx:claims/beam/0ea83b36-5110-4558-9e2f-e885f179425c
  132. ctx:claims/beam/ce6011fb-b975-4536-b5f8-67ee2d0d6c7a
  133. ctx:claims/beam/9a2ef1d1-902f-4f34-a8d8-8a2fc7318193
  134. ctx:claims/beam/3eef6628-4538-4fe6-9283-7fe590ccb57c
  135. ctx:claims/beam/67650a9a-a8c9-4ad5-94a0-9080d151ac84
  136. ctx:claims/beam/b9690b33-a0dd-4993-b0c1-903eb3769e2b
  137. ctx:claims/beam/648ac022-071b-45e7-8b35-68891a393db7
  138. ctx:claims/beam/ebb5c91f-ab60-4135-97de-33797ec06f38
  139. ctx:claims/beam/b1c43907-80fa-4804-9f16-0edd887a0129

See also

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