diff --git a/.github/workflows/pr-test-amd.yml b/.github/workflows/pr-test-amd.yml
index fd4539422..ca63b03bc 100644
--- a/.github/workflows/pr-test-amd.yml
+++ b/.github/workflows/pr-test-amd.yml
@@ -615,7 +615,7 @@ jobs:
       fail-fast: false
       matrix:
         runner: [linux-mi35x-gpu-8]
-        part: [0, 1, 2]
+        part: [0, 1]
     runs-on: ${{matrix.runner}}
     steps:
       - name: Checkout code
@@ -637,7 +637,7 @@ jobs:
       - name: Run test
         timeout-minutes: 60
         run: |
-          bash scripts/ci/amd_ci_exec.sh -w "/sglang-checkout/test" python3 run_suite.py --hw amd --suite stage-c-test-large-8-gpu-amd-mi35x --auto-partition-id ${{ matrix.part }} --auto-partition-size 3 --timeout-per-file 3600
+          bash scripts/ci/amd_ci_exec.sh -w "/sglang-checkout/test" python3 run_suite.py --hw amd --suite stage-c-test-large-8-gpu-amd-mi35x --auto-partition-id ${{ matrix.part }} --auto-partition-size 2 --timeout-per-file 3600
 
   performance-test-1-gpu-part-1-amd:
     needs: [check-changes, stage-a-test-1-amd]
diff --git a/python/sglang/srt/layers/attention/nsa/nsa_indexer.py b/python/sglang/srt/layers/attention/nsa/nsa_indexer.py
index 7f18f131d..0a3c5016b 100644
--- a/python/sglang/srt/layers/attention/nsa/nsa_indexer.py
+++ b/python/sglang/srt/layers/attention/nsa/nsa_indexer.py
@@ -220,6 +220,8 @@ class Indexer(MultiPlatformOp):
 
     @torch.compile(dynamic=True) if not _is_hip else lambda f: f
     def _project_and_scale_head_gates(self, x: torch.Tensor):
+        if _is_hip:
+            x = x.to(self.weights_proj.weight.dtype)
         weights, _ = self.weights_proj(x)
         weights = weights.float()
         weights = weights * self.n_heads**-0.5
@@ -227,6 +229,8 @@ class Indexer(MultiPlatformOp):
 
     @torch.compile(dynamic=True) if not _is_hip else lambda f: f
     def _get_logits_head_gate(self, x: torch.Tensor, q_scale: torch.Tensor):
+        if _is_hip:
+            x = x.to(self.weights_proj.weight.dtype)
         weights, _ = self.weights_proj(x)
         weights = weights.float()
         weights = weights * self.n_heads**-0.5
diff --git a/python/sglang/test/test_utils.py b/python/sglang/test/test_utils.py
index f983a6456..2f4dac608 100644
--- a/python/sglang/test/test_utils.py
+++ b/python/sglang/test/test_utils.py
@@ -204,7 +204,7 @@ else:
 DEFAULT_URL_FOR_TEST = f"http://127.0.0.1:{DEFAULT_PORT_FOR_SRT_TEST_RUNNER + 1000}"
 
 if is_in_amd_ci():
-    DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH = 3000
+    DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH = 3600  # Match H200 timeout for large models
 
 if is_blackwell_system():
     DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH = 3000
diff --git a/test/registered/amd/test_deepseek_v32_basic.py b/test/registered/amd/test_deepseek_v32_basic.py
index 107947c92..1d2e35d48 100644
--- a/test/registered/amd/test_deepseek_v32_basic.py
+++ b/test/registered/amd/test_deepseek_v32_basic.py
@@ -15,10 +15,16 @@ from sglang.test.test_utils import (
     write_github_step_summary,
 )
 
-register_amd_ci(est_time=3600, suite="stage-c-test-large-8-gpu-amd-mi35x")
+register_amd_ci(
+    est_time=3600,
+    suite="stage-c-test-large-8-gpu-amd-mi35x",
+    disabled="move to nightly for saving time",
+)
+
 DEEPSEEK_V32_MODEL_PATH = "deepseek-ai/DeepSeek-V3.2"
 
 
+@unittest.skipIf(is_in_amd_ci(), "Skip DP test for AMD CI, run TP only.")
 class TestDeepseekV32DP(CustomTestCase):
     @classmethod
     def setUpClass(cls):
@@ -90,7 +96,6 @@ class TestDeepseekV32DP(CustomTestCase):
                 self.assertGreater(speed, 50)
 
 
-@unittest.skipIf(is_in_amd_ci(), "To reduce the CI execution time for AMD.")
 class TestDeepseekV32TP(CustomTestCase):
     @classmethod
     def setUpClass(cls):
diff --git a/test/registered/amd/test_deepseek_v32_mtp.py b/test/registered/amd/test_deepseek_v32_mtp.py
index d9878c016..24e0143e0 100644
--- a/test/registered/amd/test_deepseek_v32_mtp.py
+++ b/test/registered/amd/test_deepseek_v32_mtp.py
@@ -21,6 +21,7 @@ register_amd_ci(est_time=3600, suite="stage-c-test-large-8-gpu-amd-mi35x")
 FULL_DEEPSEEK_V32_MODEL_PATH = "deepseek-ai/DeepSeek-V3.2"
 
 
+@unittest.skipIf(is_in_amd_ci(), "Skip DP test for AMD CI, run TP only.")
 class TestDeepseekV32DPMTP(CustomTestCase):
     @classmethod
     def setUpClass(cls):
@@ -116,7 +117,6 @@ class TestDeepseekV32DPMTP(CustomTestCase):
                 self.assertGreater(speed, 75)
 
 
-@unittest.skipIf(is_in_amd_ci(), "To reduce the CI execution time for AMD.")
 class TestDeepseekV32TPMTP(CustomTestCase):
     @classmethod
     def setUpClass(cls):
@@ -204,7 +204,7 @@ class TestDeepseekV32TPMTP(CustomTestCase):
 
             self.assertGreater(acc_length, 2.7)
             if is_in_amd_ci():
-                self.assertGreater(speed, 60)
+                self.assertGreater(speed, 55)
             else:
                 self.assertGreater(speed, 130)