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Class: Adapter

Adapter-based methods add extra trainable parameters after the attention and fully-connected layers of a frozen pretrained model to reduce memory-usage and speed up training. The adapters are typically small but demonstrate comparable performance to a fully finetuned model and enable training larger models with fewer resources. (https://huggingface.co/docs/peft/en/conceptual_guides/adapter)

URI: nexus:Adapter

 classDiagram
    class Adapter
    click Adapter href "../Adapter/"
      LargeLanguageModel <|-- Adapter
        click LargeLanguageModel href "../LargeLanguageModel/"
      Entry <|-- Adapter
        click Entry href "../Entry/"
      
      Adapter : adaptsModel
        
          
    
        
        
        Adapter --> "*" LargeLanguageModel : adaptsModel
        click LargeLanguageModel href "../LargeLanguageModel/"
    

        
      Adapter : architecture
        
      Adapter : broad_mappings
        
          
    
        
        
        Adapter --> "*" Any : broad_mappings
        click Any href "../Any/"
    

        
      Adapter : carbon_emitted
        
      Adapter : close_mappings
        
          
    
        
        
        Adapter --> "*" Any : close_mappings
        click Any href "../Any/"
    

        
      Adapter : contextWindowSize
        
      Adapter : dateCreated
        
      Adapter : dateModified
        
      Adapter : description
        
      Adapter : exact_mappings
        
          
    
        
        
        Adapter --> "*" Any : exact_mappings
        click Any href "../Any/"
    

        
      Adapter : fine_tuning
        
      Adapter : gpu_hours
        
      Adapter : hasAdapterType
        
          
    
        
        
        Adapter --> "*" AdapterType : hasAdapterType
        click AdapterType href "../AdapterType/"
    

        
      Adapter : hasCapability
        
          
    
        
        
        Adapter --> "*" Capability : hasCapability
        click Capability href "../Capability/"
    

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

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

        
      Adapter : hasExternalReference
        
          
    
        
        
        Adapter --> "*" Documentation : hasExternalReference
        click Documentation href "../Documentation/"
    

        
      Adapter : hasInputModality
        
          
    
        
        
        Adapter --> "*" Modality : hasInputModality
        click Modality href "../Modality/"
    

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

        
      Adapter : hasLifecycleStatus
        
          
    
        
        
        Adapter --> "0..1" LifecycleStatus : hasLifecycleStatus
        click LifecycleStatus href "../LifecycleStatus/"
    

        
      Adapter : hasModelCard
        
      Adapter : hasOutputModality
        
          
    
        
        
        Adapter --> "*" Modality : hasOutputModality
        click Modality href "../Modality/"
    

        
      Adapter : hasRelatedRisk
        
          
    
        
        
        Adapter --> "*" Risk : hasRelatedRisk
        click Risk href "../Risk/"
    

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

        
      Adapter : hasRule
        
          
    
        
        
        Adapter --> "*" Rule : hasRule
        click Rule href "../Rule/"
    

        
      Adapter : hasTrainingData
        
          
    
        
        
        Adapter --> "*" Dataset : hasTrainingData
        click Dataset href "../Dataset/"
    

        
      Adapter : id
        
      Adapter : implementedByAdapter
        
          
    
        
        
        Adapter --> "*" Any : implementedByAdapter
        click Any href "../Any/"
    

        
      Adapter : implementsCapability
        
          
    
        
        
        Adapter --> "*" Capability : implementsCapability
        click Capability href "../Capability/"
    

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

        
      Adapter : isDefinedByTaxonomy
        
          
    
        
        
        Adapter --> "0..1" Taxonomy : isDefinedByTaxonomy
        click Taxonomy href "../Taxonomy/"
    

        
      Adapter : isDefinedByVocabulary
        
          
    
        
        
        Adapter --> "0..1" Vocabulary : isDefinedByVocabulary
        click Vocabulary href "../Vocabulary/"
    

        
      Adapter : isPartOf
        
          
    
        
        
        Adapter --> "0..1" LargeLanguageModelFamily : isPartOf
        click LargeLanguageModelFamily href "../LargeLanguageModelFamily/"
    

        
      Adapter : isProducedBy
        
          
    
        
        
        Adapter --> "0..1" Organization : isProducedBy
        click Organization href "../Organization/"
    

        
      Adapter : isProvidedBy
        
          
    
        
        
        Adapter --> "0..1" Organization : isProvidedBy
        click Organization href "../Organization/"
    

        
      Adapter : name
        
      Adapter : narrow_mappings
        
          
    
        
        
        Adapter --> "*" Any : narrow_mappings
        click Any href "../Any/"
    

        
      Adapter : notes
        
      Adapter : numParameters
        
      Adapter : numTrainingTokens
        
      Adapter : performsTask
        
          
    
        
        
        Adapter --> "*" AiTask : performsTask
        click AiTask href "../AiTask/"
    

        
      Adapter : power_consumption_w
        
      Adapter : related_mappings
        
          
    
        
        
        Adapter --> "*" Any : related_mappings
        click Any href "../Any/"
    

        
      Adapter : requiredByTask
        
          
    
        
        
        Adapter --> "*" Any : requiredByTask
        click Any href "../Any/"
    

        
      Adapter : requiresCapability
        
          
    
        
        
        Adapter --> "*" Any : requiresCapability
        click Any href "../Any/"
    

        
      Adapter : supported_languages
        
      Adapter : type
        
      Adapter : url

Inheritance

Section titled “Inheritance”

Slots

Section titled “Slots”
Name Cardinality and Range Description Inheritance
hasAdapterType *
AdapterType		 The Adapter type, for example: LORA, ALORA, X-LORA direct
isDefinedByVocabulary 0..1
Vocabulary		 A relationship where a term or a term group is defined by a vocabulary direct
hasDocumentation *
Documentation		 Indicates documentation associated with an entity direct
hasLicense 0..1
License		 Indicates licenses associated with a resource direct
hasRelatedRisk *
Risk		 A relationship where an entity relates to a risk direct
adaptsModel *
LargeLanguageModel		 The LargeLanguageModel being adapted direct
implementsCapability *
Capability		 Indicates that this adapter implements a specific capability direct
hasCapability *
Capability		 Indicates the technical capabilities this entry possesses direct
requiresCapability *
Any		 Indicates that this entry requires a specific capability direct
numParameters 0..1
Integer		 A property indicating the number of parameters in a LLM LargeLanguageModel
numTrainingTokens 0..1
Integer		 The number of tokens a AI model was trained on LargeLanguageModel
contextWindowSize 0..1
Integer		 The total length, in bytes, of an AI model’s context window LargeLanguageModel
hasInputModality *
Modality		 A relationship indicating the input modalities supported by an AI component LargeLanguageModel
hasOutputModality *
Modality		 A relationship indicating the output modalities supported by an AI component LargeLanguageModel
hasTrainingData *
Dataset		 A relationship indicating the datasets an AI model was trained on LargeLanguageModel
fine_tuning 0..1
String		 A description of the fine-tuning mechanism(s) applied to a model LargeLanguageModel
supported_languages *
String		 A list of languages, expressed as ISO two letter codes LargeLanguageModel
isPartOf 0..1
LargeLanguageModelFamily		 Annotation that a Large Language model is part of a family of models LargeLanguageModel, Entry
isDefinedByTaxonomy 0..1
Taxonomy		 A relationship where a concept or a concept group is defined by a taxonomy Entry
hasExternalReference *
Documentation		 External references / additional resources related to this entity, such as ar… Entry
requiredByTask *
Any		 Indicates that this entry is required to perform a specific AI task Entry
implementedByAdapter *
Any		 Indicates that this capability is implemented by a specific adapter Entry
hasRule *
Rule		 Specifying applicability or inclusion of a rule within specified context Entry
type 0..1
String		 The entry type or class designation specifying what kind of entry this is Entry
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
hasLifecycleStatus 0..1
LifecycleStatus		 The editorial / publication lifecycle state of this entity Entity
notes *
String		 Free-text editorial notes, source breadcrumbs, or build-time provenance that … Entity
hasEvaluation *
AiEvalResult		 A relationship indicating that an entity has an AI evaluation result AiModel
architecture 0..1
String		 A description of the architecture of an AI such as ‘Decoder-only’ AiModel
gpu_hours 0..1
Integer		 GPU consumption in terms of hours AiModel
power_consumption_w 0..1
Integer		 power consumption in Watts AiModel
carbon_emitted 0..1
Float		 The number of tons of carbon dioxide equivalent that are emitted during train… AiModel
hasRiskControl *
RiskControl		 Indicates the control measures associated with a system or component to modif… AiModel
isProducedBy 0..1
Organization		 A relationship to the Organization instance which produces this instance BaseAi
hasModelCard *
String		 A relationship to model card references BaseAi
performsTask *
AiTask		 relationship indicating the AI tasks an AI model can perform BaseAi
isProvidedBy 0..1
Organization		 A relationship to the Organization instance that provides this instance BaseAi

Usages

Section titled “Usages”
used by used in type used
Container adapters range Adapter
Capability implementedByAdapter range Adapter
Adapter hasRelatedRisk domain Adapter
Adapter implementsCapability domain Adapter
LLMIntrinsic hasAdapter range Adapter

Identifier and Mapping Information

Section titled “Identifier and Mapping Information”

Schema Source

Section titled “Schema Source”

Mappings

Section titled “Mappings”
Mapping Type Mapped Value
self nexus:Adapter
native nexus:Adapter

Examples

Section titled “Examples”

Example: Adapter-ibm-factuality-adapter-granite-3.2-5b-harm-categories

Section titled “Example: Adapter-ibm-factuality-adapter-granite-3.2-5b-harm-categories”
id: ibm-factuality-adapter-granite-3.2-5b-harm-categories
name: Granite Guardian 3.2 5b Harm Categories LoRA
description: Granite Guardian 3.2 5b Harm Categories LoRA is a LoRA adapter for ibm-granite/granite-guardian-3.2-5b,
  designed to detect specific and multi-risks in prompts and responses. While the base model identifies
  a broad range of harms, this adapter allows users to detect specific sub-categories of harm without
  requiring multiple, parallel calls. It can help with risk detection along many key dimensions catalogued
  in the IBM AI Risk Atlas.
url: https://huggingface.co/ibm-granite/granite-guardian-3.2-5b-lora-harm-categories
isDefinedByVocabulary: ibm-factuality
hasDocumentation:
- granite-guardian-paper
type: Adapter
hasAdapterType:
- LORA
adaptsModel:
- granite-guardian-3.2-5b

LinkML Source

Section titled “LinkML Source”

Direct

Section titled “Direct”
name: Adapter
description: Adapter-based methods add extra trainable parameters after the attention
  and fully-connected layers of a frozen pretrained model to reduce memory-usage and
  speed up training. The adapters are typically small but demonstrate comparable performance
  to a fully finetuned model and enable training larger models with fewer resources.
  (https://huggingface.co/docs/peft/en/conceptual_guides/adapter)
from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
is_a: Entry
mixins:
- LargeLanguageModel
slots:
- hasAdapterType
- isDefinedByVocabulary
- hasDocumentation
- hasLicense
- hasRelatedRisk
- adaptsModel
- implementsCapability
- hasCapability
- requiresCapability
slot_usage:
  implementsCapability:
    name: implementsCapability
    description: Indicates that this adapter implements a specific capability
    domain: Adapter
    inverse: implementedByAdapter
    range: Capability
  hasRelatedRisk:
    name: hasRelatedRisk
    domain: Adapter
    range: Risk

Induced

Section titled “Induced”
name: Adapter
description: Adapter-based methods add extra trainable parameters after the attention
  and fully-connected layers of a frozen pretrained model to reduce memory-usage and
  speed up training. The adapters are typically small but demonstrate comparable performance
  to a fully finetuned model and enable training larger models with fewer resources.
  (https://huggingface.co/docs/peft/en/conceptual_guides/adapter)
from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
is_a: Entry
mixins:
- LargeLanguageModel
slot_usage:
  implementsCapability:
    name: implementsCapability
    description: Indicates that this adapter implements a specific capability
    domain: Adapter
    inverse: implementedByAdapter
    range: Capability
  hasRelatedRisk:
    name: hasRelatedRisk
    domain: Adapter
    range: Risk
attributes:
  hasAdapterType:
    name: hasAdapterType
    description: 'The Adapter type, for example: LORA, ALORA, X-LORA'
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    owner: Adapter
    domain_of:
    - Adapter
    range: AdapterType
    multivalued: true
  isDefinedByVocabulary:
    name: isDefinedByVocabulary
    description: A relationship where a term or a term group is defined by a vocabulary
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: schema:isPartOf
    owner: Adapter
    domain_of:
    - Entry
    - Term
    - Adapter
    - LLMIntrinsic
    range: Vocabulary
  hasDocumentation:
    name: hasDocumentation
    description: Indicates documentation associated with an entity.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: airo:hasDocumentation
    owner: Adapter
    domain_of:
    - Dataset
    - Vocabulary
    - Taxonomy
    - Concept
    - Group
    - Entry
    - Term
    - Principle
    - RiskTaxonomy
    - RiskControlGroupTaxonomy
    - Action
    - BaseAi
    - LargeLanguageModelFamily
    - AiTaskTaxonomy
    - AiEval
    - EveryEvalAIResult
    - BenchmarkMetadataCard
    - Adapter
    - LLMIntrinsic
    range: Documentation
    multivalued: true
    inlined: false
  hasLicense:
    name: hasLicense
    description: Indicates licenses associated with a resource
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: airo:hasLicense
    owner: Adapter
    domain_of:
    - Dataset
    - Documentation
    - Vocabulary
    - Taxonomy
    - RiskTaxonomy
    - RiskControlGroupTaxonomy
    - BaseAi
    - AiTaskTaxonomy
    - AiEval
    - BenchmarkMetadataCard
    - Adapter
    range: License
  hasRelatedRisk:
    name: hasRelatedRisk
    description: A relationship where an entity relates to a risk
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    domain: Adapter
    owner: Adapter
    domain_of:
    - Term
    - LLMQuestionPolicy
    - Action
    - AiSystem
    - AiEval
    - EveryEvalAIResult
    - BenchmarkMetadataCard
    - Adapter
    - LLMIntrinsic
    range: Risk
    multivalued: true
    inlined: false
  adaptsModel:
    name: adaptsModel
    description: The LargeLanguageModel being adapted
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    owner: Adapter
    domain_of:
    - Adapter
    range: LargeLanguageModel
    multivalued: true
  implementsCapability:
    name: implementsCapability
    description: Indicates that this adapter implements a specific capability
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    domain: Adapter
    owner: Adapter
    domain_of:
    - Adapter
    - LLMIntrinsic
    inverse: implementedByAdapter
    range: Capability
    multivalued: true
    inlined: false
  hasCapability:
    name: hasCapability
    description: 'Indicates the technical capabilities this entry possesses.


      '
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: tech:hasCapability
    owner: Adapter
    domain_of:
    - AiSystem
    - Adapter
    - LLMIntrinsic
    range: Capability
    multivalued: true
    inlined: false
  requiresCapability:
    name: requiresCapability
    description: Indicates that this entry requires a specific capability
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    domain: Any
    owner: Adapter
    domain_of:
    - Entry
    - LargeLanguageModel
    - AiTask
    - Adapter
    inverse: requiredByTask
    range: Any
    multivalued: true
    inlined: false
  numParameters:
    name: numParameters
    description: A property indicating the number of parameters in a LLM.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    owner: Adapter
    domain_of:
    - LargeLanguageModel
    range: integer
    minimum_value: 0
  numTrainingTokens:
    name: numTrainingTokens
    description: The number of tokens a AI model was trained on.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    owner: Adapter
    domain_of:
    - LargeLanguageModel
    range: integer
    minimum_value: 0
  contextWindowSize:
    name: contextWindowSize
    description: The total length, in bytes, of an AI model's context window.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    owner: Adapter
    domain_of:
    - LargeLanguageModel
    range: integer
    minimum_value: 0
  hasInputModality:
    name: hasInputModality
    description: A relationship indicating the input modalities supported by an AI
      component. Examples include text, image, video.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    owner: Adapter
    domain_of:
    - LargeLanguageModel
    range: Modality
    multivalued: true
    inlined: false
  hasOutputModality:
    name: hasOutputModality
    description: A relationship indicating the output modalities supported by an AI
      component. Examples include text, image, video.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    owner: Adapter
    domain_of:
    - LargeLanguageModel
    range: Modality
    multivalued: true
    inlined: false
  hasTrainingData:
    name: hasTrainingData
    description: A relationship indicating the datasets an AI model was trained on.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: airo:hasTrainingData
    owner: Adapter
    domain_of:
    - LargeLanguageModel
    range: Dataset
    multivalued: true
    inlined: false
  fine_tuning:
    name: fine_tuning
    description: A description of the fine-tuning mechanism(s) applied to a model.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    owner: Adapter
    domain_of:
    - LargeLanguageModel
    range: string
  supported_languages:
    name: supported_languages
    description: A list of languages, expressed as ISO two letter codes. For example,
      'jp, fr, en, de'
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    owner: Adapter
    domain_of:
    - LargeLanguageModel
    range: string
    multivalued: true
    inlined: true
    inlined_as_list: true
  isPartOf:
    name: isPartOf
    description: Annotation that a Large Language model is part of a family of models
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: schema:isPartOf
    owner: Adapter
    domain_of:
    - Entry
    - Risk
    - CapabilityGroup
    - LargeLanguageModel
    - AiTaskGroup
    - Stakeholder
    range: LargeLanguageModelFamily
  isDefinedByTaxonomy:
    name: isDefinedByTaxonomy
    description: A relationship where a concept or a concept group is defined by a
      taxonomy
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: schema:isPartOf
    owner: Adapter
    domain_of:
    - Concept
    - Control
    - Group
    - Entry
    - Policy
    - Rule
    - RiskControlGroup
    - RiskGroup
    - Risk
    - RiskControl
    - Action
    - RiskIncident
    - CapabilityGroup
    - AiTaskDomain
    - AiTaskGroup
    - Stakeholder
    - StakeholderGroup
    - Requirement
    range: Taxonomy
  hasExternalReference:
    name: hasExternalReference
    description: External references / additional resources related to this entity,
      such as articles, tools, or datasets. Distinct from hasDocumentation, which
      documents the entity itself. External references are not necessarily curated
      or vetted, and quality will vary.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    aliases:
    - additional resources
    - external_links
    close_mappings:
    - rdfs:seeAlso
    rank: 1000
    slot_uri: nexus:hasExternalReference
    owner: Adapter
    domain_of:
    - Control
    - Entry
    range: Documentation
    multivalued: true
    inlined: false
  requiredByTask:
    name: requiredByTask
    description: Indicates that this entry is required to perform a specific AI task.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    domain: Entry
    owner: Adapter
    domain_of:
    - Entry
    - Capability
    inverse: requiresCapability
    range: Any
    multivalued: true
    inlined: false
  implementedByAdapter:
    name: implementedByAdapter
    description: Indicates that this capability is implemented by a specific adapter.
      This relationship distinguishes the abstract capability (what can be done) from
      the technical implementation mechanism (how it is added/extended via adapters).
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    domain: Any
    owner: Adapter
    domain_of:
    - Entry
    - Capability
    inverse: implementsCapability
    range: Any
    multivalued: true
    inlined: false
  hasRule:
    name: hasRule
    description: Specifying applicability or inclusion of a rule within specified
      context.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: dpv:hasRule
    owner: Adapter
    domain_of:
    - Entry
    - LLMQuestionPolicy
    - Rule
    - Requirement
    range: Rule
    multivalued: true
    inlined: false
  type:
    name: type
    description: The entry type or class designation specifying what kind of entry
      this is.
    from_schema: https://w3id.org/ai-atlas-nexus/common
    designates_type: true
    owner: Adapter
    domain_of:
    - Vocabulary
    - Taxonomy
    - Concept
    - Control
    - Group
    - Entry
    - Policy
    - Rule
    - Permission
    - Prohibition
    - Obligation
    - Recommendation
    - Certification
    - BenchmarkMetadataCard
    - ControlActivity
    - ControlActivityPermission
    - ControlActivityProhibition
    - ControlActivityObligation
    - ControlActivityRecommendation
    - Requirement
    range: string
  id:
    name: id
    description: A unique identifier to this instance of the model element. Example
      identifiers include UUID, URI, URN, etc.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: schema:identifier
    identifier: true
    owner: Adapter
    domain_of:
    - Entity
    range: string
    required: true
  name:
    name: name
    description: A text name of this instance.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: schema:name
    owner: Adapter
    domain_of:
    - Entity
    - BenchmarkMetadataCard
    range: string
  description:
    name: description
    description: The description of an entity
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: schema:description
    owner: Adapter
    domain_of:
    - Entity
    range: string
  url:
    name: url
    description: An optional URL associated with this instance.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: schema:url
    owner: Adapter
    domain_of:
    - Entity
    range: uri
  dateCreated:
    name: dateCreated
    description: The date on which the entity was created.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: schema:dateCreated
    owner: Adapter
    domain_of:
    - Entity
    range: date
    required: false
  dateModified:
    name: dateModified
    description: The date on which the entity was most recently modified.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: schema:dateModified
    owner: Adapter
    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://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: skos:exactMatch
    owner: Adapter
    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://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: skos:closeMatch
    owner: Adapter
    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://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: skos:relatedMatch
    owner: Adapter
    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://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: skos:narrowMatch
    owner: Adapter
    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://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: skos:broadMatch
    owner: Adapter
    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://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: nexus:isCategorizedAs
    owner: Adapter
    domain_of:
    - Entity
    range: Any
    multivalued: true
    inlined: false
  hasLifecycleStatus:
    name: hasLifecycleStatus
    description: The editorial / publication lifecycle state of this entity. Distinct
      from AiLifecyclePhase, which describes an AI system's runtime evolution rather
      than the editorial workflow of a catalogued entry.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    aliases:
    - lifecycle_status
    - doc_status
    rank: 1000
    slot_uri: adms:status
    owner: Adapter
    domain_of:
    - Entity
    range: LifecycleStatus
  notes:
    name: notes
    description: Free-text editorial notes, source breadcrumbs, or build-time provenance
      that do not belong in the user-facing description. Opaque to consumers.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: skos:note
    owner: Adapter
    domain_of:
    - Entity
    range: string
    recommended: false
    multivalued: true
  hasEvaluation:
    name: hasEvaluation
    description: A relationship indicating that an entity has an AI evaluation result.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: dqv:hasQualityMeasurement
    owner: Adapter
    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://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    owner: Adapter
    domain_of:
    - AiModel
    range: string
  gpu_hours:
    name: gpu_hours
    description: GPU consumption in terms of hours
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    owner: Adapter
    domain_of:
    - AiModel
    range: integer
    minimum_value: 0
  power_consumption_w:
    name: power_consumption_w
    description: power consumption in Watts
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    owner: Adapter
    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://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    owner: Adapter
    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://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: airo:hasRiskControl
    owner: Adapter
    domain_of:
    - AiModel
    range: RiskControl
    multivalued: true
  isProducedBy:
    name: isProducedBy
    description: A relationship to the Organization instance which produces this instance.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    owner: Adapter
    domain_of:
    - BaseAi
    range: Organization
  hasModelCard:
    name: hasModelCard
    description: A relationship to model card references.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    owner: Adapter
    domain_of:
    - BaseAi
    range: string
    multivalued: true
    inlined: true
    inlined_as_list: true
  performsTask:
    name: performsTask
    description: relationship indicating the AI tasks an AI model can perform.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    owner: Adapter
    domain_of:
    - BaseAi
    range: AiTask
    multivalued: true
    inlined: false
  isProvidedBy:
    name: isProvidedBy
    description: A relationship to the Organization instance that provides this instance.
    from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology
    rank: 1000
    slot_uri: schema:provider
    owner: Adapter
    domain_of:
    - Dataset
    - BaseAi
    range: Organization