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sglang/test/registered/lora/test_lora_overlap_loading.py

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Python

# Copyright 2023-2024 SGLang Team
# 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.
# ==============================================================================
"""
End-to-end tests for the --enable-lora-overlap-loading server argument.
"""
import multiprocessing as mp
import unittest
from sglang.test.ci.ci_register import register_amd_ci, register_cuda_ci
from sglang.test.lora_utils import (
CI_MULTI_LORA_MODELS,
run_lora_batch_splitting_equivalence_test,
run_lora_multiple_batch_on_model_cases,
)
from sglang.test.test_utils import CustomTestCase
register_cuda_ci(est_time=100, suite="stage-b-test-large-1-gpu")
register_amd_ci(est_time=100, suite="stage-b-test-small-1-gpu-amd")
class TestLoRAOverlapLoading(CustomTestCase):
def test_ci_lora_models_batch_splitting(self):
run_lora_batch_splitting_equivalence_test(
CI_MULTI_LORA_MODELS, enable_lora_overlap_loading=True
)
def test_ci_lora_models_multi_batch(self):
run_lora_multiple_batch_on_model_cases(
CI_MULTI_LORA_MODELS, enable_lora_overlap_loading=True
)
if __name__ == "__main__":
try:
mp.set_start_method("spawn")
except RuntimeError:
pass
unittest.main(warnings="ignore")