diff --git a/src/llamafactory/model/model_utils/visual.py b/src/llamafactory/model/model_utils/visual.py
index e5c39280..778b5f3c 100644
--- a/src/llamafactory/model/model_utils/visual.py
+++ b/src/llamafactory/model/model_utils/visual.py
@@ -350,6 +350,32 @@ _register_composite_model(
     lora_conflict_keys=["patch_embed"],
 )
 
+_register_composite_model(
+    model_type="qwen3_vl",
+    projector_key="visual.merger",
+    vision_model_keys=["visual.patch_embed", "visual.blocks"],
+    language_model_keys=["language_model", "lm_head"],
+    lora_conflict_keys=["patch_embed"],
+)
+
+
+_register_composite_model(
+    model_type="qwen3_vl_moe",
+    projector_key="visual.merger",
+    vision_model_keys=["visual.patch_embed", "visual.blocks"],
+    language_model_keys=["language_model", "lm_head"],
+    lora_conflict_keys=["patch_embed"],
+)
+
+
+_register_composite_model(
+    model_type="qwen3_omni_moe_thinker",
+    projector_key="visual.merger",
+    vision_model_keys=["visual.patch_embed", "visual.blocks", "audio_tower"],
+    language_model_keys=["model", "lm_head"],
+    lora_conflict_keys=["patch_embed"],
+)
+
 
 _register_composite_model(
     model_type="video_llava",
diff --git a/tests/data/test_mm_plugin.py b/tests/data/test_mm_plugin.py
index 92238b35..b4c47e55 100644
--- a/tests/data/test_mm_plugin.py
+++ b/tests/data/test_mm_plugin.py
@@ -332,9 +332,14 @@ def test_qwen2_omni_plugin():
     image_seqlen, audio_seqlen = 4, 2
     tokenizer_module = _load_tokenizer_module(model_name_or_path="Qwen/Qwen2.5-Omni-7B")
     qwen2_omni_plugin = get_mm_plugin(
-        name="qwen2_omni", audio_token="<|AUDIO|>", image_token="<|IMAGE|>", video_token="<|VIDEO|>",
-        vision_bos_token="<|vision_bos|>", vision_eos_token="<|vision_eos|>",
-        audio_bos_token="<|audio_bos|>", audio_eos_token="<|audio_eos|>"
+        name="qwen2_omni",
+        audio_token="<|AUDIO|>",
+        image_token="<|IMAGE|>",
+        video_token="<|VIDEO|>",
+        vision_bos_token="<|vision_bos|>",
+        vision_eos_token="<|vision_eos|>",
+        audio_bos_token="<|audio_bos|>",
+        audio_eos_token="<|audio_eos|>",
     )
     check_inputs = {"plugin": qwen2_omni_plugin, **tokenizer_module}
     check_inputs["expected_mm_messages"] = [