[AMD] Add AWQ AMD CI coverage and quantization platform compatibility docs (#19550)

test/registered/quant/test_awq.py

@@ -2,17 +2,19 @@ import unittest
 from types import SimpleNamespace
 
 from sglang.srt.utils import kill_process_tree
-from sglang.test.ci.ci_register import register_cuda_ci
+from sglang.test.ci.ci_register import register_amd_ci, register_cuda_ci
 from sglang.test.run_eval import run_eval
 from sglang.test.test_utils import (
     DEFAULT_AWQ_MOE_MODEL_NAME_FOR_TEST,
     DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH,
     DEFAULT_URL_FOR_TEST,
     CustomTestCase,
+    is_in_amd_ci,
     popen_launch_server,
 )
 
 register_cuda_ci(est_time=163, suite="stage-b-test-large-1-gpu")
+register_amd_ci(est_time=200, suite="stage-b-test-large-1-gpu-amd")
 
 
 class TestAWQ(CustomTestCase):
@@ -44,6 +46,7 @@ class TestAWQ(CustomTestCase):
         self.assertGreater(metrics["score"], 0.64)
 
 
+@unittest.skipIf(is_in_amd_ci(), "AWQ Marlin is not supported on AMD GPUs")
 class TestAWQMarlinBfloat16(CustomTestCase):
     """
     Verify that the model can be loaded with bfloat16 dtype and awq_marlin quantization
@@ -77,6 +80,7 @@ class TestAWQMarlinBfloat16(CustomTestCase):
         self.assertGreater(metrics["score"], 0.83)
 
 
+@unittest.skipIf(is_in_amd_ci(), "AWQ Marlin is not supported on AMD GPUs")
 class TestAWQMarlinFloat16(CustomTestCase):
     """
     Verify that the model can be loaded with float16 dtype and awq_marlin quantization