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Till-Immer committed 2026-07-04 14:31:50 +02:00
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# Copyright 2025 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# GEMINI_TUNABLE_MODEL = 'gemini-3.1-flash-lite'
GEMINI_TUNABLE_MODEL = 'gemini-2.5-pro'
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# Copyright 2025 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
#
"""Tests for tunings.tune()."""
from .... import types as genai_types
from ... import pytest_helper
from ...shared import tunings
test_table: list[pytest_helper.TestTableItem] = [
pytest_helper.TestTableItem(
name='test_tune',
parameters=genai_types.CreateTuningJobParameters(
base_model=tunings.GEMINI_TUNABLE_MODEL,
training_dataset=genai_types.TuningDataset(
gcs_uri='gs://cloud-samples-data/ai-platform/generative_ai/gemini-2_0/text/sft_train_data.jsonl',
),
config=genai_types.CreateTuningJobConfig(
epoch_count=1,
),
),
exception_if_mldev=(
'only supported in Gemini Enterprise Agent Platform mode'
),
),
]
pytestmark = pytest_helper.setup(
file=__file__,
globals_for_file=globals(),
test_method='tunings.tune',
test_table=test_table,
)
pytest_plugins = ('pytest_asyncio',)
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# Copyright 2025 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
#
"""Tests tunings.tune(), tunings.get(), tunings.cancel()."""
from .... import types as genai_types
from ... import pytest_helper
from ...shared import tunings
def create_get_cancel(client, parameters):
tuning_job = client.tunings.tune(
base_model=parameters.base_model,
training_dataset=parameters.training_dataset,
config=parameters.config,
)
tuning_job = client.tunings.get(name=tuning_job.name)
client.tunings.cancel(name=tuning_job.name)
test_table: list[pytest_helper.TestTableItem] = [
pytest_helper.TestTableItem(
name="test_create_get_cancel",
parameters=genai_types.CreateTuningJobParameters(
base_model=tunings.GEMINI_TUNABLE_MODEL,
training_dataset=genai_types.TuningDataset(
gcs_uri="gs://cloud-samples-data/ai-platform/generative_ai/gemini-2_0/text/sft_train_data.jsonl",
),
config=genai_types.CreateTuningJobConfig(
epoch_count=1,
),
),
exception_if_mldev=(
"only supported in Gemini Enterprise Agent Platform mode"
),
),
]
pytestmark = pytest_helper.setup(
file=__file__,
globals_for_file=globals(),
test_method="create_get_cancel",
test_table=test_table,
)
pytest_plugins = ("pytest_asyncio",)
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# Copyright 2025 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
#
"""Tests for tunings.list()."""
from .... import types as genai_types
from ... import pytest_helper
test_table: list[pytest_helper.TestTableItem] = [
pytest_helper.TestTableItem(
name='test_default',
parameters=genai_types._ListTuningJobsParameters(
config=genai_types.ListTuningJobsConfig(page_size=1)
),
exception_if_mldev=(
'only supported in Gemini Enterprise Agent Platform'
),
),
]
pytestmark = pytest_helper.setup(
file=__file__,
globals_for_file=globals(),
test_method='tunings.list',
test_table=test_table,
)
pytest_plugins = ('pytest_asyncio',)