[AMD] [Qwen 3.5 Day 0] Add Qwen 3.5 nightly accuracy tests (#19479)

test/lm_eval_configs/Qwen3.5-397B-A17B.yaml

@@ -0,0 +1,13 @@
+model_name: "Qwen/Qwen3.5-397B-A17B"
+tasks:
+- name: "gsm8k"
+  metrics:
+  - name: "exact_match,strict-match"
+    value: 0.9704
+  - name: "exact_match,flexible-extract"
+    value: 0.9697
+limit: 1319
+num_concurrent: 256
+num_fewshot: 5
+gen_kwargs: "max_gen_toks=2048"
+rtol: 0.05

test/registered/amd/accuracy/mi30x/test_qwen35_eval_amd.py

@@ -0,0 +1,64 @@
+"""AMD Qwen 3.5 GSM8K lm-eval Evaluation Test (8-GPU)
+
+Tests Qwen/Qwen3.5-397B-A17B (MoE, Hybrid Attention with Gated Delta Networks)
+with lm-eval GSM8K benchmark on MI325/MI300X, matching the AMD Day 0 article.
+
+Registry: nightly-amd-accuracy-8-gpu-qwen35 suite
+"""
+
+import os
+import unittest
+
+from sglang.srt.utils import kill_process_tree
+from sglang.test.ci.ci_register import register_amd_ci
+from sglang.test.kits.lm_eval_kit import LMEvalMixin
+from sglang.test.test_utils import (
+    DEFAULT_URL_FOR_TEST,
+    CustomTestCase,
+    popen_launch_server,
+)
+
+register_amd_ci(est_time=3600, suite="nightly-amd-accuracy-8-gpu-qwen35", nightly=True)
+
+QWEN35_MODEL_PATH = "Qwen/Qwen3.5-397B-A17B"
+SERVER_LAUNCH_TIMEOUT = 3600
+TP_SIZE = 8
+
+
+class TestQwen35EvalAMD(LMEvalMixin, CustomTestCase):
+    """Qwen 3.5 GSM8K lm-eval Test for AMD MI325/MI300X."""
+
+    model_config_name = "lm_eval_configs/Qwen3.5-397B-A17B.yaml"
+
+    @classmethod
+    def setUpClass(cls):
+        cls.model = QWEN35_MODEL_PATH
+        cls.base_url = DEFAULT_URL_FOR_TEST
+        other_args = [
+            "--tp",
+            str(TP_SIZE),
+            "--attention-backend",
+            "triton",
+            "--trust-remote-code",
+            "--model-loader-extra-config",
+            '{"enable_multithread_load": true}',
+            "--watchdog-timeout",
+            "1200",
+        ]
+        env = os.environ.copy()
+        env["SGLANG_USE_AITER"] = "1"
+        cls.process = popen_launch_server(
+            cls.model,
+            cls.base_url,
+            timeout=SERVER_LAUNCH_TIMEOUT,
+            other_args=other_args,
+            env=env,
+        )
+
+    @classmethod
+    def tearDownClass(cls):
+        kill_process_tree(cls.process.pid)
+
+
+if __name__ == "__main__":
+    unittest.main()

test/registered/amd/accuracy/mi35x/test_qwen35_eval_mi35x.py

@@ -0,0 +1,74 @@
+"""MI35x Qwen 3.5 GSM8K lm-eval Evaluation Test (8-GPU)
+
+Tests Qwen/Qwen3.5-397B-A17B (MoE, Hybrid Attention with Gated Delta Networks)
+with lm-eval GSM8K benchmark on MI35x, matching the AMD Day 0 article.
+
+Registry: nightly-amd-accuracy-8-gpu-mi35x-qwen35 suite
+"""
+
+import os
+import unittest
+
+import requests
+
+from sglang.srt.utils import kill_process_tree
+from sglang.test.ci.ci_register import register_amd_ci
+from sglang.test.kits.lm_eval_kit import LMEvalMixin
+from sglang.test.test_utils import (
+    DEFAULT_URL_FOR_TEST,
+    CustomTestCase,
+    popen_launch_server,
+)
+
+register_amd_ci(
+    est_time=3600, suite="nightly-amd-accuracy-8-gpu-mi35x-qwen35", nightly=True
+)
+
+QWEN35_MODEL_PATH = "Qwen/Qwen3.5-397B-A17B"
+SERVER_LAUNCH_TIMEOUT = 3600
+TP_SIZE = 8
+
+
+class TestQwen35EvalMI35x(LMEvalMixin, CustomTestCase):
+    """Qwen 3.5 GSM8K lm-eval Test for AMD MI35x."""
+
+    model_config_name = "lm_eval_configs/Qwen3.5-397B-A17B.yaml"
+
+    @classmethod
+    def setUpClass(cls):
+        cls.model = QWEN35_MODEL_PATH
+        cls.base_url = DEFAULT_URL_FOR_TEST
+
+    def test_lm_eval(self):
+        """Override to handle server lifecycle within test method (MI35x pattern)."""
+        other_args = [
+            "--tp",
+            str(TP_SIZE),
+            "--attention-backend",
+            "triton",
+            "--trust-remote-code",
+            "--model-loader-extra-config",
+            '{"enable_multithread_load": true}',
+            "--watchdog-timeout",
+            "1200",
+        ]
+        env = os.environ.copy()
+        env["SGLANG_USE_AITER"] = "1"
+
+        process = popen_launch_server(
+            QWEN35_MODEL_PATH,
+            self.base_url,
+            timeout=SERVER_LAUNCH_TIMEOUT,
+            other_args=other_args,
+            env=env,
+        )
+
+        try:
+            requests.get(self.base_url + "/flush_cache")
+            super().test_lm_eval()
+        finally:
+            kill_process_tree(process.pid)
+
+
+if __name__ == "__main__":
+    unittest.main()