Class: OCI::GenerativeAi::Models::Model

Inherits:
Object
  • Object
show all
Defined in:
lib/oci/generative_ai/models/model.rb

Overview

You can create a custom model by using your dataset to fine-tune an out-of-the-box text generation base model. Have your dataset ready before you create a custom model. See Training Data Requirements.

To use any of the API operations, you must be authorized in an IAM policy. If you're not authorized, talk to an administrator who gives OCI resource access to users. See Getting Started with Policies and Getting Access to Generative AI Resources.

Constant Summary collapse

CAPABILITIES_ENUM = 
[
  CAPABILITIES_TEXT_GENERATION = 'TEXT_GENERATION'.freeze,
  CAPABILITIES_TEXT_SUMMARIZATION = 'TEXT_SUMMARIZATION'.freeze,
  CAPABILITIES_TEXT_EMBEDDINGS = 'TEXT_EMBEDDINGS'.freeze,
  CAPABILITIES_FINE_TUNE = 'FINE_TUNE'.freeze,
  CAPABILITIES_CHAT = 'CHAT'.freeze,
  CAPABILITIES_TEXT_RERANK = 'TEXT_RERANK'.freeze,
  CAPABILITIES_TEXT_TO_IMAGE = 'TEXT_TO_IMAGE'.freeze,
  CAPABILITIES_IMAGE_TEXT_TO_IMAGE = 'IMAGE_TEXT_TO_IMAGE'.freeze,
  CAPABILITIES_IMAGE_TEXT_TO_TEXT = 'IMAGE_TEXT_TO_TEXT'.freeze,
  CAPABILITIES_IMAGE_TEXT_TO_VIDEO = 'IMAGE_TEXT_TO_VIDEO'.freeze,
  CAPABILITIES_IMAGE_TO_IMAGE = 'IMAGE_TO_IMAGE'.freeze,
  CAPABILITIES_REALTIME = 'REALTIME'.freeze,
  CAPABILITIES_AUDIO_TO_AUDIO = 'AUDIO_TO_AUDIO'.freeze,
  CAPABILITIES_AUDIO_TO_TEXT = 'AUDIO_TO_TEXT'.freeze,
  CAPABILITIES_TEXT_TO_AUDIO = 'TEXT_TO_AUDIO'.freeze,
  CAPABILITIES_TEXT_TO_VIDEO = 'TEXT_TO_VIDEO'.freeze,
  CAPABILITIES_UNKNOWN_ENUM_VALUE = 'UNKNOWN_ENUM_VALUE'.freeze
].freeze
LIFECYCLE_STATE_ENUM = 
[
  LIFECYCLE_STATE_ACTIVE = 'ACTIVE'.freeze,
  LIFECYCLE_STATE_CREATING = 'CREATING'.freeze,
  LIFECYCLE_STATE_DELETING = 'DELETING'.freeze,
  LIFECYCLE_STATE_DELETED = 'DELETED'.freeze,
  LIFECYCLE_STATE_FAILED = 'FAILED'.freeze,
  LIFECYCLE_STATE_UNKNOWN_ENUM_VALUE = 'UNKNOWN_ENUM_VALUE'.freeze
].freeze
TYPE_ENUM = 
[
  TYPE_BASE = 'BASE'.freeze,
  TYPE_CUSTOM = 'CUSTOM'.freeze,
  TYPE_UNKNOWN_ENUM_VALUE = 'UNKNOWN_ENUM_VALUE'.freeze
].freeze

Instance Attribute Summary collapse

Class Method Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(attributes = {}) ⇒ Model

Initializes the object

Parameters:

  • attributes (Hash) (defaults to: {}) —

    Model attributes in the form of hash

Options Hash (attributes):



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# File 'lib/oci/generative_ai/models/model.rb', line 242

def initialize(attributes = {})
  return unless attributes.is_a?(Hash)

  # convert string to symbol for hash key
  attributes = attributes.each_with_object({}) { |(k, v), h| h[k.to_sym] = v }

  self.id = attributes[:'id'] if attributes[:'id']

  self.description = attributes[:'description'] if attributes[:'description']

  self.compartment_id = attributes[:'compartmentId'] if attributes[:'compartmentId']

  raise 'You cannot provide both :compartmentId and :compartment_id' if attributes.key?(:'compartmentId') && attributes.key?(:'compartment_id')

  self.compartment_id = attributes[:'compartment_id'] if attributes[:'compartment_id']

  self.capabilities = attributes[:'capabilities'] if attributes[:'capabilities']

  self.lifecycle_state = attributes[:'lifecycleState'] if attributes[:'lifecycleState']

  raise 'You cannot provide both :lifecycleState and :lifecycle_state' if attributes.key?(:'lifecycleState') && attributes.key?(:'lifecycle_state')

  self.lifecycle_state = attributes[:'lifecycle_state'] if attributes[:'lifecycle_state']

  self.lifecycle_details = attributes[:'lifecycleDetails'] if attributes[:'lifecycleDetails']

  raise 'You cannot provide both :lifecycleDetails and :lifecycle_details' if attributes.key?(:'lifecycleDetails') && attributes.key?(:'lifecycle_details')

  self.lifecycle_details = attributes[:'lifecycle_details'] if attributes[:'lifecycle_details']

  self.vendor = attributes[:'vendor'] if attributes[:'vendor']

  self.version = attributes[:'version'] if attributes[:'version']

  self.display_name = attributes[:'displayName'] if attributes[:'displayName']

  raise 'You cannot provide both :displayName and :display_name' if attributes.key?(:'displayName') && attributes.key?(:'display_name')

  self.display_name = attributes[:'display_name'] if attributes[:'display_name']

  self.time_created = attributes[:'timeCreated'] if attributes[:'timeCreated']

  raise 'You cannot provide both :timeCreated and :time_created' if attributes.key?(:'timeCreated') && attributes.key?(:'time_created')

  self.time_created = attributes[:'time_created'] if attributes[:'time_created']

  self.time_updated = attributes[:'timeUpdated'] if attributes[:'timeUpdated']

  raise 'You cannot provide both :timeUpdated and :time_updated' if attributes.key?(:'timeUpdated') && attributes.key?(:'time_updated')

  self.time_updated = attributes[:'time_updated'] if attributes[:'time_updated']

  self.base_model_id = attributes[:'baseModelId'] if attributes[:'baseModelId']

  raise 'You cannot provide both :baseModelId and :base_model_id' if attributes.key?(:'baseModelId') && attributes.key?(:'base_model_id')

  self.base_model_id = attributes[:'base_model_id'] if attributes[:'base_model_id']

  self.type = attributes[:'type'] if attributes[:'type']

  self.fine_tune_details = attributes[:'fineTuneDetails'] if attributes[:'fineTuneDetails']

  raise 'You cannot provide both :fineTuneDetails and :fine_tune_details' if attributes.key?(:'fineTuneDetails') && attributes.key?(:'fine_tune_details')

  self.fine_tune_details = attributes[:'fine_tune_details'] if attributes[:'fine_tune_details']

  self.model_metrics = attributes[:'modelMetrics'] if attributes[:'modelMetrics']

  raise 'You cannot provide both :modelMetrics and :model_metrics' if attributes.key?(:'modelMetrics') && attributes.key?(:'model_metrics')

  self.model_metrics = attributes[:'model_metrics'] if attributes[:'model_metrics']

  self.is_long_term_supported = attributes[:'isLongTermSupported'] unless attributes[:'isLongTermSupported'].nil?

  raise 'You cannot provide both :isLongTermSupported and :is_long_term_supported' if attributes.key?(:'isLongTermSupported') && attributes.key?(:'is_long_term_supported')

  self.is_long_term_supported = attributes[:'is_long_term_supported'] unless attributes[:'is_long_term_supported'].nil?

  self.time_deprecated = attributes[:'timeDeprecated'] if attributes[:'timeDeprecated']

  raise 'You cannot provide both :timeDeprecated and :time_deprecated' if attributes.key?(:'timeDeprecated') && attributes.key?(:'time_deprecated')

  self.time_deprecated = attributes[:'time_deprecated'] if attributes[:'time_deprecated']

  self.time_on_demand_retired = attributes[:'timeOnDemandRetired'] if attributes[:'timeOnDemandRetired']

  raise 'You cannot provide both :timeOnDemandRetired and :time_on_demand_retired' if attributes.key?(:'timeOnDemandRetired') && attributes.key?(:'time_on_demand_retired')

  self.time_on_demand_retired = attributes[:'time_on_demand_retired'] if attributes[:'time_on_demand_retired']

  self.time_dedicated_retired = attributes[:'timeDedicatedRetired'] if attributes[:'timeDedicatedRetired']

  raise 'You cannot provide both :timeDedicatedRetired and :time_dedicated_retired' if attributes.key?(:'timeDedicatedRetired') && attributes.key?(:'time_dedicated_retired')

  self.time_dedicated_retired = attributes[:'time_dedicated_retired'] if attributes[:'time_dedicated_retired']

  self.previous_state = attributes[:'previousState'] if attributes[:'previousState']

  raise 'You cannot provide both :previousState and :previous_state' if attributes.key?(:'previousState') && attributes.key?(:'previous_state')

  self.previous_state = attributes[:'previous_state'] if attributes[:'previous_state']

  self.freeform_tags = attributes[:'freeformTags'] if attributes[:'freeformTags']

  raise 'You cannot provide both :freeformTags and :freeform_tags' if attributes.key?(:'freeformTags') && attributes.key?(:'freeform_tags')

  self.freeform_tags = attributes[:'freeform_tags'] if attributes[:'freeform_tags']

  self.defined_tags = attributes[:'definedTags'] if attributes[:'definedTags']

  raise 'You cannot provide both :definedTags and :defined_tags' if attributes.key?(:'definedTags') && attributes.key?(:'defined_tags')

  self.defined_tags = attributes[:'defined_tags'] if attributes[:'defined_tags']

  self.system_tags = attributes[:'systemTags'] if attributes[:'systemTags']

  raise 'You cannot provide both :systemTags and :system_tags' if attributes.key?(:'systemTags') && attributes.key?(:'system_tags')

  self.system_tags = attributes[:'system_tags'] if attributes[:'system_tags']
end

Instance Attribute Details

#base_model_id ⇒ String

The OCID of the base model that's used for fine-tuning. For pretrained models, the value is null.

Returns:

  • (String) 


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# File 'lib/oci/generative_ai/models/model.rb', line 97

def base_model_id
  @base_model_id
end

#capabilities ⇒ Array<String>

[Required] Describes what this model can be used for.

Returns:

  • (Array<String>) 


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# File 'lib/oci/generative_ai/models/model.rb', line 65

def capabilities
  @capabilities
end

#compartment_id ⇒ String

[Required] The compartment OCID for fine-tuned models. For pretrained models, this value is null.

Returns:

  • (String) 


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# File 'lib/oci/generative_ai/models/model.rb', line 61

def compartment_id
  @compartment_id
end

#defined_tags ⇒ Hash<String, Hash<String, Object>>

Defined tags for this resource. Each key is predefined and scoped to a namespace. For more information, see Resource Tags.

Example: {\"Operations\": {\"CostCenter\": \"42\"}}

Returns:

  • (Hash<String, Hash<String, Object>>) 


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# File 'lib/oci/generative_ai/models/model.rb', line 142

def defined_tags
  @defined_tags
end

#description ⇒ String

An optional description of the model.

Returns:

  • (String) 


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# File 'lib/oci/generative_ai/models/model.rb', line 57

def description
  @description
end

#display_name ⇒ String

A user-friendly name.

Returns:

  • (String) 


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# File 'lib/oci/generative_ai/models/model.rb', line 85

def display_name
  @display_name
end

#fine_tune_details ⇒ OCI::GenerativeAi::Models::FineTuneDetails

Returns:



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# File 'lib/oci/generative_ai/models/model.rb', line 104

def fine_tune_details
  @fine_tune_details
end

#freeform_tags ⇒ Hash<String, String>

Free-form tags for this resource. Each tag is a simple key-value pair with no predefined name, type, or namespace. For more information, see Resource Tags.

Example: {\"Department\": \"Finance\"}

Returns:

  • (Hash<String, String>) 


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# File 'lib/oci/generative_ai/models/model.rb', line 134

def freeform_tags
  @freeform_tags
end

#id ⇒ String

[Required] An ID that uniquely identifies a pretrained or fine-tuned model.

Returns:

  • (String) 


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# File 'lib/oci/generative_ai/models/model.rb', line 53

def id
  @id
end

#is_long_term_supported ⇒ BOOLEAN

Whether a model is supported long-term. Only applicable to base models.

Returns:

  • (BOOLEAN) 


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# File 'lib/oci/generative_ai/models/model.rb', line 111

def is_long_term_supported
  @is_long_term_supported
end

#lifecycle_details ⇒ String

A message describing the current state of the model in more detail that can provide actionable information.

Returns:

  • (String) 


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# File 'lib/oci/generative_ai/models/model.rb', line 73

def lifecycle_details
  @lifecycle_details
end

#lifecycle_state ⇒ String

[Required] The lifecycle state of the model.

Returns:

  • (String) 


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# File 'lib/oci/generative_ai/models/model.rb', line 69

def lifecycle_state
  @lifecycle_state
end

#model_metrics ⇒ OCI::GenerativeAi::Models::ModelMetrics

Returns:



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# File 'lib/oci/generative_ai/models/model.rb', line 107

def model_metrics
  @model_metrics
end

#previous_state ⇒ OCI::GenerativeAi::Models::Model

Returns:



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# File 'lib/oci/generative_ai/models/model.rb', line 126

def previous_state
  @previous_state
end

#system_tags ⇒ Hash<String, Hash<String, Object>>

System tags for this resource. Each key is predefined and scoped to a namespace.

Example: {\"orcl-cloud\": {\"free-tier-retained\": \"true\"}}

Returns:

  • (Hash<String, Hash<String, Object>>) 


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# File 'lib/oci/generative_ai/models/model.rb', line 149

def system_tags
  @system_tags
end

#time_created ⇒ DateTime

[Required] The date and time that the model was created in the format of an RFC3339 datetime string.

Returns:

  • (DateTime) 


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# File 'lib/oci/generative_ai/models/model.rb', line 89

def time_created
  @time_created
end

#time_dedicated_retired ⇒ DateTime

The timestamp indicating when the custom model and its associated foundation model will be fully retired.

Returns:

  • (DateTime) 


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# File 'lib/oci/generative_ai/models/model.rb', line 123

def time_dedicated_retired
  @time_dedicated_retired
end

#time_deprecated ⇒ DateTime

Corresponds to the time when the custom model and its associated foundation model will be deprecated.

Returns:

  • (DateTime) 


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# File 'lib/oci/generative_ai/models/model.rb', line 115

def time_deprecated
  @time_deprecated
end

#time_on_demand_retired ⇒ DateTime

The timestamp indicating when the base model will no longer be available for on-demand usage.

Returns:

  • (DateTime) 


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# File 'lib/oci/generative_ai/models/model.rb', line 119

def time_on_demand_retired
  @time_on_demand_retired
end

#time_updated ⇒ DateTime

The date and time that the model was updated in the format of an RFC3339 datetime string.

Returns:

  • (DateTime) 


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# File 'lib/oci/generative_ai/models/model.rb', line 93

def time_updated
  @time_updated
end

#type ⇒ String

[Required] The model type indicating whether this is a pretrained/base model or a custom/fine-tuned model.

Returns:

  • (String) 


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# File 'lib/oci/generative_ai/models/model.rb', line 101

def type
  @type
end

#vendor ⇒ String

The provider of the base model.

Returns:

  • (String) 


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# File 'lib/oci/generative_ai/models/model.rb', line 77

def vendor
  @vendor
end

#version ⇒ String

The version of the model.

Returns:

  • (String) 


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# File 'lib/oci/generative_ai/models/model.rb', line 81

def version
  @version
end

Class Method Details

.attribute_map ⇒ Object

Attribute mapping from ruby-style variable name to JSON key.



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# File 'lib/oci/generative_ai/models/model.rb', line 152

def self.attribute_map
  {
    # rubocop:disable Style/SymbolLiteral
    'id': :'id',
    'description': :'description',
    'compartment_id': :'compartmentId',
    'capabilities': :'capabilities',
    'lifecycle_state': :'lifecycleState',
    'lifecycle_details': :'lifecycleDetails',
    'vendor': :'vendor',
    'version': :'version',
    'display_name': :'displayName',
    'time_created': :'timeCreated',
    'time_updated': :'timeUpdated',
    'base_model_id': :'baseModelId',
    'type': :'type',
    'fine_tune_details': :'fineTuneDetails',
    'model_metrics': :'modelMetrics',
    'is_long_term_supported': :'isLongTermSupported',
    'time_deprecated': :'timeDeprecated',
    'time_on_demand_retired': :'timeOnDemandRetired',
    'time_dedicated_retired': :'timeDedicatedRetired',
    'previous_state': :'previousState',
    'freeform_tags': :'freeformTags',
    'defined_tags': :'definedTags',
    'system_tags': :'systemTags'
    # rubocop:enable Style/SymbolLiteral
  }
end

.swagger_types ⇒ Object

Attribute type mapping.



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# File 'lib/oci/generative_ai/models/model.rb', line 183

def self.swagger_types
  {
    # rubocop:disable Style/SymbolLiteral
    'id': :'String',
    'description': :'String',
    'compartment_id': :'String',
    'capabilities': :'Array<String>',
    'lifecycle_state': :'String',
    'lifecycle_details': :'String',
    'vendor': :'String',
    'version': :'String',
    'display_name': :'String',
    'time_created': :'DateTime',
    'time_updated': :'DateTime',
    'base_model_id': :'String',
    'type': :'String',
    'fine_tune_details': :'OCI::GenerativeAi::Models::FineTuneDetails',
    'model_metrics': :'OCI::GenerativeAi::Models::ModelMetrics',
    'is_long_term_supported': :'BOOLEAN',
    'time_deprecated': :'DateTime',
    'time_on_demand_retired': :'DateTime',
    'time_dedicated_retired': :'DateTime',
    'previous_state': :'OCI::GenerativeAi::Models::Model',
    'freeform_tags': :'Hash<String, String>',
    'defined_tags': :'Hash<String, Hash<String, Object>>',
    'system_tags': :'Hash<String, Hash<String, Object>>'
    # rubocop:enable Style/SymbolLiteral
  }
end

Instance Method Details

#==(other) ⇒ Object

Checks equality by comparing each attribute.

Parameters:

  • other (Object) —

    the other object to be compared



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# File 'lib/oci/generative_ai/models/model.rb', line 416

def ==(other)
  return true if equal?(other)

  self.class == other.class &&
    id == other.id &&
    description == other.description &&
    compartment_id == other.compartment_id &&
    capabilities == other.capabilities &&
    lifecycle_state == other.lifecycle_state &&
    lifecycle_details == other.lifecycle_details &&
    vendor == other.vendor &&
    version == other.version &&
    display_name == other.display_name &&
    time_created == other.time_created &&
    time_updated == other.time_updated &&
    base_model_id == other.base_model_id &&
    type == other.type &&
    fine_tune_details == other.fine_tune_details &&
    model_metrics == other.model_metrics &&
    is_long_term_supported == other.is_long_term_supported &&
    time_deprecated == other.time_deprecated &&
    time_on_demand_retired == other.time_on_demand_retired &&
    time_dedicated_retired == other.time_dedicated_retired &&
    previous_state == other.previous_state &&
    freeform_tags == other.freeform_tags &&
    defined_tags == other.defined_tags &&
    system_tags == other.system_tags
end

#build_from_hash(attributes) ⇒ Object

Builds the object from hash

Parameters:

  • attributes (Hash) —

    Model attributes in the form of hash

Returns:

  • (Object) —

    Returns the model itself



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# File 'lib/oci/generative_ai/models/model.rb', line 468

def build_from_hash(attributes)
  return nil unless attributes.is_a?(Hash)

  self.class.swagger_types.each_pair do |key, type|
    if type =~ /^Array<(.*)>/i
      # check to ensure the input is an array given that the the attribute
      # is documented as an array but the input is not
      if attributes[self.class.attribute_map[key]].is_a?(Array)
        public_method("#{key}=").call(
          attributes[self.class.attribute_map[key]]
            .map { |v| OCI::Internal::Util.convert_to_type(Regexp.last_match(1), v) }
        )
      end
    elsif !attributes[self.class.attribute_map[key]].nil?
      public_method("#{key}=").call(
        OCI::Internal::Util.convert_to_type(type, attributes[self.class.attribute_map[key]])
      )
    end
    # or else data not found in attributes(hash), not an issue as the data can be optional
  end

  self
end

#eql?(other) ⇒ Boolean

Parameters:

  • other (Object) —

    the other object to be compared

Returns:

  • (Boolean)

See Also:

  • `==` method


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# File 'lib/oci/generative_ai/models/model.rb', line 448

def eql?(other)
  self == other
end

#hash ⇒ Fixnum

Calculates hash code according to all attributes.

Returns:

  • (Fixnum) —

    Hash code



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# File 'lib/oci/generative_ai/models/model.rb', line 457

def hash
  [id, description, compartment_id, capabilities, lifecycle_state, lifecycle_details, vendor, version, display_name, time_created, time_updated, base_model_id, type, fine_tune_details, model_metrics, is_long_term_supported, time_deprecated, time_on_demand_retired, time_dedicated_retired, previous_state, freeform_tags, defined_tags, system_tags].hash
end

#to_hash ⇒ Hash

Returns the object in the form of hash

Returns:

  • (Hash) —

    Returns the object in the form of hash



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# File 'lib/oci/generative_ai/models/model.rb', line 501

def to_hash
  hash = {}
  self.class.attribute_map.each_pair do |attr, param|
    value = public_method(attr).call
    next if value.nil? && !instance_variable_defined?("@#{attr}")

    hash[param] = _to_hash(value)
  end
  hash
end

#to_s ⇒ String

Returns the string representation of the object

Returns:

  • (String) —

    String presentation of the object



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# File 'lib/oci/generative_ai/models/model.rb', line 495

def to_s
  to_hash.to_s
end