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feat: Add inference_generation_config to EvaluationConfig for Tuning #2107

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feat: Add inference_generation_config to EvaluationConfig for Tuning #2107

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4 changes: 4 additions & 0 deletions google/genai/tests/tunings/test_tune.py
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Original file line number Diff line number Diff line change
Expand Up @@ -383,6 +383,10 @@ def test_eval_config_with_unified_metrics(client):
sampling_count=1,
autorater_model="test-model",
),
inference_generation_config=genai_types.GenerationConfig(
temperature=0.5,
max_output_tokens=1024,
),
)
tuning_job = client.tunings.tune(
base_model="gemini-2.5-flash",
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22 changes: 22 additions & 0 deletions google/genai/tunings.py
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Original file line number Diff line number Diff line change
Expand Up @@ -585,6 +585,17 @@ def _EvaluationConfig_from_vertex(
),
)

if getv(from_object, ['inferenceGenerationConfig']) is not None:
setv(
to_object,
['inference_generation_config'],
_GenerationConfig_from_vertex(
getv(from_object, ['inferenceGenerationConfig']),
to_object,
root_object,
),
)

return to_object


Expand All @@ -609,6 +620,17 @@ def _EvaluationConfig_to_vertex(
),
)

if getv(from_object, ['inference_generation_config']) is not None:
setv(
to_object,
['inferenceGenerationConfig'],
_GenerationConfig_to_vertex(
getv(from_object, ['inference_generation_config']),
to_object,
root_object,
),
)

return to_object


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6 changes: 6 additions & 0 deletions google/genai/types.py
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Original file line number Diff line number Diff line change
Expand Up @@ -11116,6 +11116,9 @@ class EvaluationConfig(_common.BaseModel):
autorater_config: Optional[AutoraterConfig] = Field(
default=None, description="""Autorater config for evaluation."""
)
inference_generation_config: Optional[GenerationConfig] = Field(
default=None, description="""Generation config for inference."""
)


class EvaluationConfigDict(TypedDict, total=False):
Expand All @@ -11130,6 +11133,9 @@ class EvaluationConfigDict(TypedDict, total=False):
autorater_config: Optional[AutoraterConfigDict]
"""Autorater config for evaluation."""

inference_generation_config: Optional[GenerationConfigDict]
"""Generation config for inference."""


EvaluationConfigOrDict = Union[EvaluationConfig, EvaluationConfigDict]

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