diff --git a/tests/ut/models/test_qwen3_moe.py b/tests/ut/models/test_qwen3_moe.py new file mode 100644 index 0000000..71be045 --- /dev/null +++ b/tests/ut/models/test_qwen3_moe.py @@ -0,0 +1,46 @@ +# +# 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. +# This file is a part of the vllm-ascend project. +# + +import pytest +from vllm.model_executor.models.qwen3_moe import Qwen3MoeForCausalLM + +from vllm_ascend.models.qwen3_moe import CustomQwen3MoeForCausalLM + + +class TestCustomQwen3MoeForCausalLM: + + def test_class_inheritance(self): + assert issubclass(CustomQwen3MoeForCausalLM, Qwen3MoeForCausalLM) + + @pytest.mark.parametrize("key, expected", [ + ("qkv_proj", ["q_proj", "k_proj", "v_proj"]), + ("gate_up_proj", ["gate_proj", "up_proj"]), + ("experts", + ["experts.0.gate_proj", "experts.0.up_proj", "experts.0.down_proj"]), + ]) + def test_packed_modules_mapping(self, key, expected): + assert CustomQwen3MoeForCausalLM.packed_modules_mapping[ + key] == expected + + def test_packed_modules_mapping_structure(self): + expected_mapping = { + "qkv_proj": ["q_proj", "k_proj", "v_proj"], + "gate_up_proj": ["gate_proj", "up_proj"], + "experts": [ + "experts.0.gate_proj", "experts.0.up_proj", + "experts.0.down_proj" + ] + } + assert CustomQwen3MoeForCausalLM.packed_modules_mapping == expected_mapping