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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/"
      AIComponent <|-- AiModel
        click AIComponent href "../AIComponent/"
      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 : isCategorizedAs





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



      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		 Indicates provider of an AI system or component 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
isCategorizedAs *
Any		 A relationship where an entity has been deemed to be categorized 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

```yaml 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 mixins: - AIComponent slots: - hasEvaluation - architecture - gpu_hours - power_consumption_w - carbon_emitted - hasRiskControl ````

Induced

```yaml 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 mixins: - AIComponent 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 - RiskControlGroupTaxonomy - 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 - RiskControlGroupTaxonomy - 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: Indicates provider of an AI system or component. 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 isCategorizedAs: name: isCategorizedAs description: A relationship where an entity has been deemed to be categorized from_schema: https://ibm.github.io/ai-atlas-nexus/ontology/ai-risk-ontology rank: 1000 slot_uri: nexus:isCategorizedAs alias: isCategorizedAs owner: AiModel domain_of: - Entity range: Any multivalued: true inlined: false ````