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GenerationConfig(mapping=None, *, ignore_unknown_fields=False, **kwargs)Generation config.
.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields
Attributes |
|
|---|---|
| Name | Description |
temperature |
float
Optional. Controls the randomness of predictions. This field is a member of oneof_ _temperature.
|
top_p |
float
Optional. If specified, nucleus sampling will be used. This field is a member of oneof_ _top_p.
|
top_k |
float
Optional. If specified, top-k sampling will be used. This field is a member of oneof_ _top_k.
|
candidate_count |
int
Optional. Number of candidates to generate. This field is a member of oneof_ _candidate_count.
|
max_output_tokens |
int
Optional. The maximum number of output tokens to generate per message. This field is a member of oneof_ _max_output_tokens.
|
stop_sequences |
MutableSequence[str]
Optional. Stop sequences. |
presence_penalty |
float
Optional. Positive penalties. This field is a member of oneof_ _presence_penalty.
|
frequency_penalty |
float
Optional. Frequency penalties. This field is a member of oneof_ _frequency_penalty.
|
seed |
int
Optional. Seed. This field is a member of oneof_ _seed.
|
response_mime_type |
str
Optional. Output response mimetype of the generated candidate text. Supported mimetype: - text/plain: (default) Text output.
- application/json: JSON response in the candidates.
The model needs to be prompted to output the appropriate
response type, otherwise the behavior is undefined. This
is a preview feature.
|
response_schema |
google.cloud.aiplatform_v1beta1.types.Schema
Optional. The Schema object allows the definition of
input and output data types. These types can be objects, but
also primitives and arrays. Represents a select subset of an
`OpenAPI 3.0 schema
object |
routing_config |
google.cloud.aiplatform_v1beta1.types.GenerationConfig.RoutingConfig
Optional. Routing configuration. This field is a member of oneof_ _routing_config.
|
Classes
RoutingConfig
RoutingConfig(mapping=None, *, ignore_unknown_fields=False, **kwargs)The configuration for routing the request to a specific model.
This message has oneof_ fields (mutually exclusive fields).
For each oneof, at most one member field can be set at the same time.
Setting any member of the oneof automatically clears all other
members.
.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields
Methods
GenerationConfig
GenerationConfig(mapping=None, *, ignore_unknown_fields=False, **kwargs)Generation config.
.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields