[Test] add ut for qwen3_moe.py (#2055)
### What this PR does / why we need it?
Add ut for qwen3_moe.py
### Does this PR introduce _any_ user-facing change?
No.
- vLLM version: v0.10.0
- vLLM main:
18cc33dd60
Signed-off-by: huangxialu <huangxialu1@huawei.com>
This commit is contained in:
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tests/ut/models/test_qwen3_moe.py
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46
tests/ut/models/test_qwen3_moe.py
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# This file is a part of the vllm-ascend project.
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#
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import pytest
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from vllm.model_executor.models.qwen3_moe import Qwen3MoeForCausalLM
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from vllm_ascend.models.qwen3_moe import CustomQwen3MoeForCausalLM
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class TestCustomQwen3MoeForCausalLM:
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def test_class_inheritance(self):
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assert issubclass(CustomQwen3MoeForCausalLM, Qwen3MoeForCausalLM)
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@pytest.mark.parametrize("key, expected", [
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("qkv_proj", ["q_proj", "k_proj", "v_proj"]),
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("gate_up_proj", ["gate_proj", "up_proj"]),
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("experts",
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["experts.0.gate_proj", "experts.0.up_proj", "experts.0.down_proj"]),
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])
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def test_packed_modules_mapping(self, key, expected):
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assert CustomQwen3MoeForCausalLM.packed_modules_mapping[
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key] == expected
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def test_packed_modules_mapping_structure(self):
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expected_mapping = {
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"qkv_proj": ["q_proj", "k_proj", "v_proj"],
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"gate_up_proj": ["gate_proj", "up_proj"],
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"experts": [
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"experts.0.gate_proj", "experts.0.up_proj",
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"experts.0.down_proj"
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]
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}
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assert CustomQwen3MoeForCausalLM.packed_modules_mapping == expected_mapping
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