[GLM-OCR] GLM-OCR with MTP Support (#33005)

Signed-off-by: zRzRzRzRzRzRzR <2448370773@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>

examples/offline_inference/vision_language.py

@@ -566,6 +566,42 @@ def run_glm4_5v_fp8(questions: list[str], modality: str) -> ModelRequestData:
     )
 
 
+# GLM-OCR
+def run_glm_ocr(questions: list[str], modality: str) -> ModelRequestData:
+    model_name = "zai-org/GLM-OCR"
+
+    engine_args = EngineArgs(
+        model=model_name,
+        max_model_len=4096,
+        max_num_seqs=2,
+        mm_processor_kwargs={
+            "size": {"shortest_edge": 12544, "longest_edge": 47040000},
+            "fps": 1,
+        },
+        limit_mm_per_prompt={modality: 1},
+        enforce_eager=True,
+    )
+
+    if modality == "image":
+        placeholder = "<|begin_of_image|><|image|><|end_of_image|>"
+    elif modality == "video":
+        placeholder = "<|begin_of_video|><|video|><|end_of_video|>"
+
+    prompts = [
+        (
+            "[gMASK]<sop><|system|>\nYou are a helpful assistant.<|user|>\n"
+            f"{placeholder}"
+            f"{question}<|assistant|>assistant\n"
+        )
+        for question in questions
+    ]
+
+    return ModelRequestData(
+        engine_args=engine_args,
+        prompts=prompts,
+    )
+
+
 # H2OVL-Mississippi
 def run_h2ovl(questions: list[str], modality: str) -> ModelRequestData:
     assert modality == "image"
@@ -1988,6 +2024,7 @@ model_example_map = {
     "glm4_1v": run_glm4_1v,
     "glm4_5v": run_glm4_5v,
     "glm4_5v_fp8": run_glm4_5v_fp8,
+    "glm_ocr": run_glm_ocr,
     "h2ovl_chat": run_h2ovl,
     "hunyuan_vl": run_hunyuan_vl,
     "hyperclovax_seed_vision": run_hyperclovax_seed_vision,
@@ -2040,6 +2077,7 @@ model_example_map = {
 
 MODELS_NEED_VIDEO_METADATA = [
     "glm4_1v",
+    "glm_ocr",
     "glm4_5v",
     "glm4_5v_fp8",
     "molmo2",