Sync DeepSeek OCR HF job code

ds_batch_ocr/server.py

@@ -52,7 +52,14 @@ def launch_vllm() -> subprocess.Popen:
         "--host",
         host,
         "--trust-remote-code",
-        "--enable-chunked-prefill",
+        "--no-enable-prefix-caching",
+        "--mm-processor-cache-gb",
+        os.environ.get("MM_PROCESSOR_CACHE_GB", "0"),
+        "--logits-processors",
+        os.environ.get(
+            "LOGITS_PROCESSORS",
+            "vllm.model_executor.models.deepseek_ocr.NGramPerReqLogitsProcessor",
+        ),
     ]
 
     extra_server_args = os.environ.get("EXTRA_VLLM_ARGS")

ds_batch_ocr/stages.py

@@ -154,18 +154,17 @@ def run_stage_extract(settings: ExtractSettings) -> None:
         sample_dir.mkdir(parents=True, exist_ok=True)
 
         raw_image = sample["images"][0]
-        if isinstance(raw_image, Image.Image):
-            image = raw_image.copy()
-        else:
-            image = Image.fromarray(raw_image)
+        # if isinstance(raw_image, Image.Image):
+        #     image = raw_image.copy()
+        # else:
+        #     image = Image.fromarray(raw_image)
 
-        if hasattr(raw_image, "close"):
-            try:
-                raw_image.close()
-            except Exception:  # pragma: no cover - defensive cleanup
-                pass
+        # if hasattr(raw_image, "close"):
+        #     try:
+        #         raw_image.close()
+        #     except Exception:  # pragma: no cover - defensive cleanup
+        #         pass
 
-        image = ImageOps.exif_transpose(image)
         if image.mode != "RGB":
             image = image.convert("RGB")