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add automodel to Tunix #801

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83 changes: 75 additions & 8 deletions tests/cli/utils/model_test.py
View file
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Original file line number Diff line number Diff line change
Expand Up @@ -15,6 +15,7 @@
from absl.testing import absltest
from absl.testing import parameterized
from tunix.cli.utils import model
from tunix.models import automodel


@parameterized.named_parameters(
Expand Down Expand Up @@ -62,22 +63,82 @@
testcase_name="gemma3-270m",
model_name="gemma3-270m",
),
dict(
testcase_name="gemma3-270m-it",
model_name="gemma3-270m-it",
),
dict(
testcase_name="gemma3-1b",
model_name="gemma3-1b",
),
dict(
testcase_name="gemma3-1b-it",
model_name="gemma3-1b-it",
),
dict(
testcase_name="gemma3-4b",
model_name="gemma3-4b",
),
dict(
testcase_name="gemma3-4b-it",
model_name="gemma3-4b-it",
),
dict(
testcase_name="gemma3-12b",
model_name="gemma3-12b",
),
dict(
testcase_name="gemma3-12b-it",
model_name="gemma3-12b-it",
),
dict(
testcase_name="gemma3-27b",
model_name="gemma3-27b",
),
dict(
testcase_name="gemma3-27b-it",
model_name="gemma3-27b-it",
),
dict(
testcase_name="gemma-3-270m",
model_name="gemma-3-270m",
),
dict(
testcase_name="gemma-3-270m-it",
model_name="gemma-3-270m-it",
),
dict(
testcase_name="gemma-3-1b",
model_name="gemma-3-1b",
),
dict(
testcase_name="gemma-3-1b-it",
model_name="gemma-3-1b-it",
),
dict(
testcase_name="gemma-3-4b",
model_name="gemma-3-4b",
),
dict(
testcase_name="gemma-3-4b-it",
model_name="gemma-3-4b-it",
),
dict(
testcase_name="gemma-3-12b",
model_name="gemma-3-12b",
),
dict(
testcase_name="gemma-3-12b-it",
model_name="gemma-3-12b-it",
),
dict(
testcase_name="gemma-3-27b",
model_name="gemma-3-27b",
),
dict(
testcase_name="gemma-3-27b-it",
model_name="gemma-3-27b-it",
),
dict(
testcase_name="llama3-70b",
model_name="llama3-70b",
Expand Down Expand Up @@ -118,11 +179,10 @@
testcase_name="qwen2.5-math-1.5b",
model_name="qwen2.5-math-1.5b",
),
# TODO(b/451662153): support deepseek model name parsing
# dict(
# testcase_name="deepseek-r1-distill-qwen-1.5b",
# model_name="deepseek-r1-distill-qwen-1.5b",
# ),
dict(
testcase_name="deepseek-r1-distill-qwen-1.5b",
model_name="deepseek-r1-distill-qwen-1.5b",
),
dict(
testcase_name="qwen3-0.6b",
model_name="qwen3-0.6b",
Expand All @@ -148,13 +208,20 @@
class ModelTest(parameterized.TestCase):

def test_obtain_model_params_valid(self, model_name: str):
model.obtain_model_params(model_name)
automodel.obtain_model_params(model_name)

def test_create_model_dynamically_routing(self, model_name: str):
model_module = model.get_model_module(model_name)
params_module = automodel.get_model_module(
model_name, model.ModelModule.PARAMS
)
if not model_name.startswith("gemma"):
# TODO(b/444572467)
getattr(model_module, "create_model_from_safe_tensors")
getattr(params_module, "create_model_from_safe_tensors")

model_lib_module = automodel.get_model_module(
model_name, automodel.ModelModule.MODEL
)
getattr(model_lib_module, "ModelConfig")


if __name__ == "__main__":
Expand Down
30 changes: 30 additions & 0 deletions tests/models/naming_test.py
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Original file line number Diff line number Diff line change
Expand Up @@ -99,30 +99,60 @@ class ModelTestInfo:
id='gemma3_270m',
category='gemma3',
),
'gemma-3-270m-it': ModelTestInfo(
family='gemma3',
version='270m_it',
id='gemma3_270m_it',
category='gemma3',
),
'gemma-3-1b': ModelTestInfo(
family='gemma3',
version='1b',
id='gemma3_1b',
category='gemma3',
),
'gemma-3-1b-it': ModelTestInfo(
family='gemma3',
version='1b_it',
id='gemma3_1b_it',
category='gemma3',
),
'gemma-3-4b': ModelTestInfo(
family='gemma3',
version='4b',
id='gemma3_4b',
category='gemma3',
),
'gemma-3-4b-it': ModelTestInfo(
family='gemma3',
version='4b_it',
id='gemma3_4b_it',
category='gemma3',
),
'gemma-3-12b': ModelTestInfo(
family='gemma3',
version='12b',
id='gemma3_12b',
category='gemma3',
),
'gemma-3-12b-it': ModelTestInfo(
family='gemma3',
version='12b_it',
id='gemma3_12b_it',
category='gemma3',
),
'gemma-3-27b': ModelTestInfo(
family='gemma3',
version='27b',
id='gemma3_27b',
category='gemma3',
),
'gemma-3-27b-it': ModelTestInfo(
family='gemma3',
version='27b_it',
id='gemma3_27b_it',
category='gemma3',
),
'llama3-70b': ModelTestInfo(
family='llama3',
version='70b',
Expand Down
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