[diffusion] model: Support TurboWan2.2-I2V SLA && add CI test for TurboWan (#16536)

python/sglang/multimodal_gen/test/server/testcase_configs.py

@@ -25,6 +25,7 @@ from dataclasses import dataclass
 from pathlib import Path
 from typing import Sequence
 
+from sglang.multimodal_gen.runtime.platforms import current_platform
 from sglang.multimodal_gen.runtime.utils.perf_logger import RequestPerfRecord
 
 
@@ -300,6 +301,15 @@ TI2V_sampling_params = DiffusionSamplingParams(
     direct_url_test=True,
 )
 
+TURBOWAN_I2V_sampling_params = DiffusionSamplingParams(
+    prompt="The man in the picture slowly turns his head, his expression enigmatic and otherworldly. The camera performs a slow, cinematic dolly out, focusing on his face. Moody lighting, neon signs glowing in the background, shallow depth of field.",
+    image_path="https://is1-ssl.mzstatic.com/image/thumb/Music114/v4/5f/fa/56/5ffa56c2-ea1f-7a17-6bad-192ff9b6476d/825646124206.jpg/600x600bb.jpg",
+    direct_url_test=True,
+    output_size="960x960",
+    num_frames=4,
+    fps=4,
+)
+
 # All test cases with clean default values
 # To test different models, simply add more DiffusionCase entries
 ONE_GPU_CASES_A: list[DiffusionTestCase] = [
@@ -496,6 +506,23 @@ ONE_GPU_CASES_B: list[DiffusionTestCase] = [
     ),
 ]
 
+# Skip turbowan because Triton requires 81920 shared memory, but AMD only has 65536.
+if not current_platform.is_hip():
+    ONE_GPU_CASES_B.append(
+        DiffusionTestCase(
+            "turbo_wan2_1_t2v_1.3b",
+            DiffusionServerArgs(
+                model_path="IPostYellow/TurboWan2.1-T2V-1.3B-Diffusers",
+                modality="video",
+                warmup=0,
+                custom_validator="video",
+            ),
+            DiffusionSamplingParams(
+                prompt=T2V_PROMPT,
+            ),
+        )
+    )
+
 TWO_GPU_CASES_A = [
     DiffusionTestCase(
         "wan2_2_i2v_a14b_2gpu",
@@ -551,6 +578,23 @@ TWO_GPU_CASES_A = [
     ),
 ]
 
+# Skip turbowan because Triton requires 81920 shared memory, but AMD only has 65536.
+if not current_platform.is_hip():
+    TWO_GPU_CASES_A.append(
+        DiffusionTestCase(
+            "turbo_wan2_2_i2v_a14b_2gpu",
+            DiffusionServerArgs(
+                model_path="IPostYellow/TurboWan2.2-I2V-A14B-Diffusers",
+                modality="video",
+                warmup=0,
+                custom_validator="video",
+                num_gpus=2,
+                tp_size=2,
+            ),
+            TURBOWAN_I2V_sampling_params,
+        )
+    )
+
 TWO_GPU_CASES_B = [
     DiffusionTestCase(
         "wan2_1_i2v_14b_480P_2gpu",