diff --git a/server/text_generation_server/models/vlm_causal_lm.py b/server/text_generation_server/models/vlm_causal_lm.py
index 64e10a3a..f5417c29 100644
--- a/server/text_generation_server/models/vlm_causal_lm.py
+++ b/server/text_generation_server/models/vlm_causal_lm.py
@@ -189,6 +189,11 @@ class VlmCausalLMBatch(FlashCausalLMBatch):
                         images.append(image)
                     else:
                         images.append([image])
+                elif chunk_type == "video":
+                    if config.model_type == "qwen2_vl":
+                        # For now, treat video URLs as special tokens
+                        # This will be processed in the text replacement section below
+                        pass
                 else:
                     raise RuntimeError(f"Invalid chunk type {chunk_type}")