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Class: AiModel

A base AI Model class. No assumption about the type (SVM, LLM, etc.). Subclassed by model types (see LargeLanguageModel).

URI: nexus:AiModel

 classDiagram
    class AiModel
    click AiModel href "../AiModel/"
      BaseAi <|-- AiModel
        click BaseAi href "../BaseAi/"


      AiModel <|-- LargeLanguageModel
        click LargeLanguageModel href "../LargeLanguageModel/"


      AiModel : architecture

      AiModel : broad_mappings





        AiModel --> "*" Any : broad_mappings
        click Any href "../Any/"



      AiModel : carbon_emitted

      AiModel : close_mappings





        AiModel --> "*" Any : close_mappings
        click Any href "../Any/"



      AiModel : dateCreated

      AiModel : dateModified

      AiModel : description

      AiModel : exact_mappings





        AiModel --> "*" Any : exact_mappings
        click Any href "../Any/"



      AiModel : gpu_hours

      AiModel : hasDocumentation





        AiModel --> "*" Documentation : hasDocumentation
        click Documentation href "../Documentation/"



      AiModel : hasEvaluation





        AiModel --> "*" AiEvalResult : hasEvaluation
        click AiEvalResult href "../AiEvalResult/"



      AiModel : hasLicense





        AiModel --> "0..1" License : hasLicense
        click License href "../License/"



      AiModel : hasModelCard

      AiModel : hasRiskControl





        AiModel --> "*" RiskControl : hasRiskControl
        click RiskControl href "../RiskControl/"



      AiModel : id

      AiModel : isProvidedBy





        AiModel --> "0..1" AiProvider : isProvidedBy
        click AiProvider href "../AiProvider/"



      AiModel : name

      AiModel : narrow_mappings





        AiModel --> "*" Any : narrow_mappings
        click Any href "../Any/"



      AiModel : performsTask





        AiModel --> "*" AiTask : performsTask
        click AiTask href "../AiTask/"



      AiModel : power_consumption_w

      AiModel : producer





        AiModel --> "0..1" Organization : producer
        click Organization href "../Organization/"



      AiModel : related_mappings





        AiModel --> "*" Any : related_mappings
        click Any href "../Any/"



      AiModel : url

Inheritance

Slots

Name Cardinality and Range Description Inheritance
hasEvaluation *
AiEvalResult		 A relationship indicating that an entity has an AI evaluation result direct
architecture 0..1
String		 A description of the architecture of an AI such as 'Decoder-only' direct
gpu_hours 0..1
Integer		 GPU consumption in terms of hours direct
power_consumption_w 0..1
Integer		 power consumption in Watts direct
carbon_emitted 0..1
Float		 The number of tons of carbon dioxide equivalent that are emitted during train... direct
hasRiskControl *
RiskControl		 Indicates the control measures associated with a system or component to modif... direct
producer 0..1
Organization		 A relationship to the Organization instance which produces this instance BaseAi
hasModelCard *
String		 A relationship to model card references BaseAi
hasDocumentation *
Documentation		 Indicates documentation associated with an entity BaseAi
hasLicense 0..1
License		 Indicates licenses associated with a resource BaseAi
performsTask *
AiTask		 relationship indicating the AI tasks an AI model can perform BaseAi
isProvidedBy 0..1
AiProvider		 A relationship indicating the AI model has been provided by an AI model provi... BaseAi
id 1
String		 A unique identifier to this instance of the model element Entity
name 0..1
String		 A text name of this instance Entity
description 0..1
String		 The description of an entity Entity
url 0..1
Uri		 An optional URL associated with this instance Entity
dateCreated 0..1
Date		 The date on which the entity was created Entity
dateModified 0..1
Date		 The date on which the entity was most recently modified Entity
exact_mappings *
Any		 The property is used to link two concepts, indicating a high degree of confid... Entity
close_mappings *
Any		 The property is used to link two concepts that are sufficiently similar that ... Entity
related_mappings *
Any		 The property skos:relatedMatch is used to state an associative mapping link b... Entity
narrow_mappings *
Any		 The property is used to state a hierarchical mapping link between two concept... Entity
broad_mappings *
Any		 The property is used to state a hierarchical mapping link between two concept... Entity

Mixin Usage

mixed into description

Identifier and Mapping Information

Schema Source

  • from schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology

Mappings

Mapping Type Mapped Value
self nexus:AiModel
native nexus:AiModel

LinkML Source

Direct

name: AiModel
description: A base AI Model class. No assumption about the type (SVM, LLM, etc.).
  Subclassed by model types (see LargeLanguageModel).
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
is_a: BaseAi
mixin: true
slots:
- hasEvaluation
- architecture
- gpu_hours
- power_consumption_w
- carbon_emitted
- hasRiskControl

Induced

name: AiModel
description: A base AI Model class. No assumption about the type (SVM, LLM, etc.).
  Subclassed by model types (see LargeLanguageModel).
from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
is_a: BaseAi
mixin: true
attributes:
  hasEvaluation:
    name: hasEvaluation
    description: A relationship indicating that an entity has an AI evaluation result.
    from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
    rank: 1000
    slot_uri: dqv:hasQualityMeasurement
    alias: hasEvaluation
    owner: AiModel
    domain_of:
    - AiModel
    range: AiEvalResult
    multivalued: true
  architecture:
    name: architecture
    description: A description of the architecture of an AI such as 'Decoder-only'.
    from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
    rank: 1000
    alias: architecture
    owner: AiModel
    domain_of:
    - AiModel
    range: string
  gpu_hours:
    name: gpu_hours
    description: GPU consumption in terms of hours
    from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
    rank: 1000
    alias: gpu_hours
    owner: AiModel
    domain_of:
    - AiModel
    range: integer
    minimum_value: 0
  power_consumption_w:
    name: power_consumption_w
    description: power consumption in Watts
    from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
    rank: 1000
    alias: power_consumption_w
    owner: AiModel
    domain_of:
    - AiModel
    range: integer
    minimum_value: 0
  carbon_emitted:
    name: carbon_emitted
    description: The number of tons of carbon dioxide equivalent that are emitted
      during training
    from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
    rank: 1000
    alias: carbon_emitted
    owner: AiModel
    domain_of:
    - AiModel
    range: float
    minimum_value: 0
    unit:
      symbol: t CO2-eq
      descriptive_name: tons of CO2 equivalent
  hasRiskControl:
    name: hasRiskControl
    description: Indicates the control measures associated with a system or component
      to modify risks.
    from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
    rank: 1000
    slot_uri: airo:hasRiskControl
    alias: hasRiskControl
    owner: AiModel
    domain_of:
    - AiModel
    range: RiskControl
    multivalued: true
  producer:
    name: producer
    description: A relationship to the Organization instance which produces this instance.
    from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
    rank: 1000
    alias: producer
    owner: AiModel
    domain_of:
    - BaseAi
    range: Organization
  hasModelCard:
    name: hasModelCard
    description: A relationship to model card references.
    from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
    rank: 1000
    alias: hasModelCard
    owner: AiModel
    domain_of:
    - BaseAi
    range: string
    multivalued: true
    inlined: true
    inlined_as_list: true
  hasDocumentation:
    name: hasDocumentation
    description: Indicates documentation associated with an entity.
    from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
    rank: 1000
    slot_uri: airo:hasDocumentation
    alias: hasDocumentation
    owner: AiModel
    domain_of:
    - Dataset
    - Vocabulary
    - Taxonomy
    - Concept
    - Group
    - Entry
    - Term
    - Principle
    - RiskTaxonomy
    - Action
    - BaseAi
    - LargeLanguageModelFamily
    - AiEval
    - BenchmarkMetadataCard
    - Adapter
    - LLMIntrinsic
    range: Documentation
    multivalued: true
    inlined: false
  hasLicense:
    name: hasLicense
    description: Indicates licenses associated with a resource
    from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
    rank: 1000
    slot_uri: airo:hasLicense
    alias: hasLicense
    owner: AiModel
    domain_of:
    - Dataset
    - Documentation
    - Vocabulary
    - Taxonomy
    - RiskTaxonomy
    - BaseAi
    - AiEval
    - BenchmarkMetadataCard
    - Adapter
    range: License
  performsTask:
    name: performsTask
    description: relationship indicating the AI tasks an AI model can perform.
    from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
    rank: 1000
    alias: performsTask
    owner: AiModel
    domain_of:
    - BaseAi
    range: AiTask
    multivalued: true
    inlined: false
  isProvidedBy:
    name: isProvidedBy
    description: A relationship indicating the AI model has been provided by an AI
      model provider.
    from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
    rank: 1000
    slot_uri: airo:isProvidedBy
    alias: isProvidedBy
    owner: AiModel
    domain_of:
    - BaseAi
    range: AiProvider
  id:
    name: id
    description: A unique identifier to this instance of the model element. Example
      identifiers include UUID, URI, URN, etc.
    from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
    rank: 1000
    slot_uri: schema:identifier
    identifier: true
    alias: id
    owner: AiModel
    domain_of:
    - Entity
    range: string
    required: true
  name:
    name: name
    description: A text name of this instance.
    from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
    rank: 1000
    slot_uri: schema:name
    alias: name
    owner: AiModel
    domain_of:
    - Entity
    - BenchmarkMetadataCard
    range: string
  description:
    name: description
    description: The description of an entity
    from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
    rank: 1000
    slot_uri: schema:description
    alias: description
    owner: AiModel
    domain_of:
    - Entity
    range: string
  url:
    name: url
    description: An optional URL associated with this instance.
    from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
    rank: 1000
    slot_uri: schema:url
    alias: url
    owner: AiModel
    domain_of:
    - Entity
    range: uri
  dateCreated:
    name: dateCreated
    description: The date on which the entity was created.
    from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
    rank: 1000
    slot_uri: schema:dateCreated
    alias: dateCreated
    owner: AiModel
    domain_of:
    - Entity
    range: date
    required: false
  dateModified:
    name: dateModified
    description: The date on which the entity was most recently modified.
    from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
    rank: 1000
    slot_uri: schema:dateModified
    alias: dateModified
    owner: AiModel
    domain_of:
    - Entity
    range: date
    required: false
  exact_mappings:
    name: exact_mappings
    description: The property is used to link two concepts, indicating a high degree
      of confidence that the concepts can be used interchangeably across a wide range
      of information retrieval applications
    from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
    rank: 1000
    slot_uri: skos:exactMatch
    alias: exact_mappings
    owner: AiModel
    domain_of:
    - Entity
    range: Any
    multivalued: true
    inlined: false
  close_mappings:
    name: close_mappings
    description: The property is used to link two concepts that are sufficiently similar
      that they can be used interchangeably in some information retrieval applications.
    from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
    rank: 1000
    slot_uri: skos:closeMatch
    alias: close_mappings
    owner: AiModel
    domain_of:
    - Entity
    range: Any
    multivalued: true
    inlined: false
  related_mappings:
    name: related_mappings
    description: The property skos:relatedMatch is used to state an associative mapping
      link between two concepts.
    from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
    rank: 1000
    slot_uri: skos:relatedMatch
    alias: related_mappings
    owner: AiModel
    domain_of:
    - Entity
    range: Any
    multivalued: true
    inlined: false
  narrow_mappings:
    name: narrow_mappings
    description: The property is used to state a hierarchical mapping link between
      two concepts, indicating that the concept linked to, is a narrower concept than
      the originating concept.
    from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
    rank: 1000
    slot_uri: skos:narrowMatch
    alias: narrow_mappings
    owner: AiModel
    domain_of:
    - Entity
    range: Any
    multivalued: true
    inlined: false
  broad_mappings:
    name: broad_mappings
    description: The property is used to state a hierarchical mapping link between
      two concepts, indicating that the concept linked to, is a broader concept than
      the originating concept.
    from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology
    rank: 1000
    slot_uri: skos:broadMatch
    alias: broad_mappings
    owner: AiModel
    domain_of:
    - Entity
    range: Any
    multivalued: true
    inlined: false