Class: AiModel
A base AI Model class. No assumption about the type (SVM, LLM, etc.). Subclassed by model types (see LargeLanguageModel).
URI: [nexus:AiModel](https://w3id.org/ai-atlas-nexus/AiModel)
[AiEvalResult](AiEvalResult.md) | A relationship indicating that an entity has an AI evaluation result | direct | | [architecture](architecture.md) | 0..1
[String](String.md) | A description of the architecture of an AI such as 'Decoder-only' | direct | | [gpu_hours](gpu_hours.md) | 0..1
[Integer](Integer.md) | GPU consumption in terms of hours | direct | | [power_consumption_w](power_consumption_w.md) | 0..1
[Integer](Integer.md) | power consumption in Watts | direct | | [carbon_emitted](carbon_emitted.md) | 0..1
[Float](Float.md) | The number of tons of carbon dioxide equivalent that are emitted during train... | direct | | [hasRiskControl](hasRiskControl.md) | \*
[RiskControl](RiskControl.md) | Indicates the control measures associated with a system or component to modif... | direct | | [producer](producer.md) | 0..1
[Organization](Organization.md) | A relationship to the Organization instance which produces this instance | [BaseAi](BaseAi.md) | | [hasModelCard](hasModelCard.md) | \*
[String](String.md) | A relationship to model card references | [BaseAi](BaseAi.md) | | [hasDocumentation](hasDocumentation.md) | \*
[Documentation](Documentation.md) | Indicates documentation associated with an entity | [BaseAi](BaseAi.md) | | [hasLicense](hasLicense.md) | 0..1
[License](License.md) | Indicates licenses associated with a resource | [BaseAi](BaseAi.md) | | [performsTask](performsTask.md) | \*
[AiTask](AiTask.md) | relationship indicating the AI tasks an AI model can perform | [BaseAi](BaseAi.md) | | [isProvidedBy](isProvidedBy.md) | 0..1
[AiProvider](AiProvider.md) | Indicates provider of an AI system or component | [BaseAi](BaseAi.md) | | [id](id.md) | 1
[String](String.md) | A unique identifier to this instance of the model element | [Entity](Entity.md) | | [name](name.md) | 0..1
[String](String.md) | A text name of this instance | [Entity](Entity.md) | | [description](description.md) | 0..1
[String](String.md) | The description of an entity | [Entity](Entity.md) | | [url](url.md) | 0..1
[Uri](Uri.md) | An optional URL associated with this instance | [Entity](Entity.md) | | [dateCreated](dateCreated.md) | 0..1
[Date](Date.md) | The date on which the entity was created | [Entity](Entity.md) | | [dateModified](dateModified.md) | 0..1
[Date](Date.md) | The date on which the entity was most recently modified | [Entity](Entity.md) | | [exact_mappings](exact_mappings.md) | \*
[Any](Any.md) | The property is used to link two concepts, indicating a high degree of confid... | [Entity](Entity.md) | | [close_mappings](close_mappings.md) | \*
[Any](Any.md) | The property is used to link two concepts that are sufficiently similar that ... | [Entity](Entity.md) | | [related_mappings](related_mappings.md) | \*
[Any](Any.md) | The property skos:relatedMatch is used to state an associative mapping link b... | [Entity](Entity.md) | | [narrow_mappings](narrow_mappings.md) | \*
[Any](Any.md) | The property is used to state a hierarchical mapping link between two concept... | [Entity](Entity.md) | | [broad_mappings](broad_mappings.md) | \*
[Any](Any.md) | The property is used to state a hierarchical mapping link between two concept... | [Entity](Entity.md) | | [isCategorizedAs](isCategorizedAs.md) | \*
[Any](Any.md) | A relationship where an entity has been deemed to be categorized | [Entity](Entity.md) | ## Mixin Usage | mixed into | description | | ---------- | ----------- | ## Identifier and Mapping Information ### Schema Source - from schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology ## Mappings | Mapping Type | Mapped Value | | ------------ | ------------- | | self | nexus:AiModel | | native | nexus:AiModel | ## LinkML Source ### Direct
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
[AiEvalResult](AiEvalResult.md) | A relationship indicating that an entity has an AI evaluation result | direct | | [architecture](architecture.md) | 0..1
[String](String.md) | A description of the architecture of an AI such as 'Decoder-only' | direct | | [gpu_hours](gpu_hours.md) | 0..1
[Integer](Integer.md) | GPU consumption in terms of hours | direct | | [power_consumption_w](power_consumption_w.md) | 0..1
[Integer](Integer.md) | power consumption in Watts | direct | | [carbon_emitted](carbon_emitted.md) | 0..1
[Float](Float.md) | The number of tons of carbon dioxide equivalent that are emitted during train... | direct | | [hasRiskControl](hasRiskControl.md) | \*
[RiskControl](RiskControl.md) | Indicates the control measures associated with a system or component to modif... | direct | | [producer](producer.md) | 0..1
[Organization](Organization.md) | A relationship to the Organization instance which produces this instance | [BaseAi](BaseAi.md) | | [hasModelCard](hasModelCard.md) | \*
[String](String.md) | A relationship to model card references | [BaseAi](BaseAi.md) | | [hasDocumentation](hasDocumentation.md) | \*
[Documentation](Documentation.md) | Indicates documentation associated with an entity | [BaseAi](BaseAi.md) | | [hasLicense](hasLicense.md) | 0..1
[License](License.md) | Indicates licenses associated with a resource | [BaseAi](BaseAi.md) | | [performsTask](performsTask.md) | \*
[AiTask](AiTask.md) | relationship indicating the AI tasks an AI model can perform | [BaseAi](BaseAi.md) | | [isProvidedBy](isProvidedBy.md) | 0..1
[AiProvider](AiProvider.md) | Indicates provider of an AI system or component | [BaseAi](BaseAi.md) | | [id](id.md) | 1
[String](String.md) | A unique identifier to this instance of the model element | [Entity](Entity.md) | | [name](name.md) | 0..1
[String](String.md) | A text name of this instance | [Entity](Entity.md) | | [description](description.md) | 0..1
[String](String.md) | The description of an entity | [Entity](Entity.md) | | [url](url.md) | 0..1
[Uri](Uri.md) | An optional URL associated with this instance | [Entity](Entity.md) | | [dateCreated](dateCreated.md) | 0..1
[Date](Date.md) | The date on which the entity was created | [Entity](Entity.md) | | [dateModified](dateModified.md) | 0..1
[Date](Date.md) | The date on which the entity was most recently modified | [Entity](Entity.md) | | [exact_mappings](exact_mappings.md) | \*
[Any](Any.md) | The property is used to link two concepts, indicating a high degree of confid... | [Entity](Entity.md) | | [close_mappings](close_mappings.md) | \*
[Any](Any.md) | The property is used to link two concepts that are sufficiently similar that ... | [Entity](Entity.md) | | [related_mappings](related_mappings.md) | \*
[Any](Any.md) | The property skos:relatedMatch is used to state an associative mapping link b... | [Entity](Entity.md) | | [narrow_mappings](narrow_mappings.md) | \*
[Any](Any.md) | The property is used to state a hierarchical mapping link between two concept... | [Entity](Entity.md) | | [broad_mappings](broad_mappings.md) | \*
[Any](Any.md) | The property is used to state a hierarchical mapping link between two concept... | [Entity](Entity.md) | | [isCategorizedAs](isCategorizedAs.md) | \*
[Any](Any.md) | A relationship where an entity has been deemed to be categorized | [Entity](Entity.md) | ## Mixin Usage | mixed into | description | | ---------- | ----------- | ## Identifier and Mapping Information ### Schema Source - from schema: https://w3id.org/ai-atlas-nexus/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://w3id.org/ai-atlas-nexus/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://w3id.org/ai-atlas-nexus/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://w3id.org/ai-atlas-nexus/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://w3id.org/ai-atlas-nexus/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://w3id.org/ai-atlas-nexus/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://w3id.org/ai-atlas-nexus/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://w3id.org/ai-atlas-nexus/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://w3id.org/ai-atlas-nexus/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://w3id.org/ai-atlas-nexus/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://w3id.org/ai-atlas-nexus/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://w3id.org/ai-atlas-nexus/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
- 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
alias: hasLicense
owner: AiModel
domain_of:
- Dataset
- Documentation
- Vocabulary
- Taxonomy
- RiskTaxonomy
- RiskControlGroupTaxonomy
- BaseAi
- AiTaskTaxonomy
- AiEval
- BenchmarkMetadataCard
- Adapter
range: License
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
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://w3id.org/ai-atlas-nexus/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://w3id.org/ai-atlas-nexus/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://w3id.org/ai-atlas-nexus/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://w3id.org/ai-atlas-nexus/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://w3id.org/ai-atlas-nexus/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://w3id.org/ai-atlas-nexus/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://w3id.org/ai-atlas-nexus/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://w3id.org/ai-atlas-nexus/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://w3id.org/ai-atlas-nexus/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://w3id.org/ai-atlas-nexus/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://w3id.org/ai-atlas-nexus/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://w3id.org/ai-atlas-nexus/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://w3id.org/ai-atlas-nexus/ai-risk-ontology
rank: 1000
slot_uri: nexus:isCategorizedAs
alias: isCategorizedAs
owner: AiModel
domain_of:
- Entity
range: Any
multivalued: true
inlined: false
````