[NPU] Adapt MiMo-V2.5-W8A8 (#29131)

test/manual/ascend/llm_models/test_npu_mimo_v2_5_w8a8.py

@@ -0,0 +1,49 @@
+import unittest
+
+from sglang.test.ascend.gsm8k_ascend_mixin import GSM8KAscendMixin
+from sglang.test.ascend.test_ascend_utils import MIMO_V2_5_W8A8_WEIGHTS_PATH
+from sglang.test.test_utils import CustomTestCase
+
+
+class TestMiMoV25W8A8GraphWithMTP(GSM8KAscendMixin, CustomTestCase):
+    """Testcase: Verify the inference accuracy of MiMo-V2.5-W8A8 on GSM8K with cuda graph and MTP (speculative decoding).
+
+    [Test Category] Model
+    [Test Target] XiaomiMiMo/MiMo-V2.5-W8A8
+    [Test Config] Prefill+Decode, cuda graph enabled, EAGLE speculative decoding, modelslim quantization
+    """
+
+    model = MIMO_V2_5_W8A8_WEIGHTS_PATH
+    accuracy = 0.9
+    other_args = [
+        "--trust-remote-code",
+        "--mem-fraction-static",
+        "0.75",
+        "--attention-backend",
+        "ascend",
+        "--tp-size",
+        "8",
+        "--reasoning-parser",
+        "mimo",
+        "--speculative-algorithm",
+        "EAGLE",
+        "--speculative-num-steps",
+        "3",
+        "--speculative-eagle-topk",
+        "1",
+        "--speculative-num-draft-tokens",
+        "4",
+        "--enable-multi-layer-eagle",
+        "--quantization",
+        "modelslim",
+        "--speculative-draft-model-quantization",
+        "unquant",
+        "--dp-size",
+        "2",
+        "--enable-dp-attention",
+        "--enable-dp-lm-head",
+    ]
+
+
+if __name__ == "__main__":
+    unittest.main()