Update README.md

README.md

@@ -35,3 +35,48 @@ pip install -U mlx-vlm
 ```bash
 python -m mlx_vlm.generate --model mlx-community/PaddleOCR-VL-1.5-4bit --max-tokens 100 --temperature 0.0 --prompt "Describe this image." --image <path_to_image>
 ```
+
+```python
+import sys
+import warnings
+
+from PIL import Image
+from mlx_vlm import load, generate
+from mlx_vlm.prompt_utils import apply_chat_template
+from mlx_vlm.utils import load_config
+
+image_path = sys.argv[1]
+model_path = "mlx-community/PaddleOCR-VL-1.5-4bit"
+
+model, processor = load(model_path)
+config = load_config(model_path)
+
+image = [Image.open(image_path)]
+
+# PaddleOCR-VL task-specific prompt'lar:
+# "OCR:"            → general OCR jobs
+# "Table Recognition:"  → table
+# "Formula Recognition:" → formulas
+# "Chart Recognition:"   → graphics
+prompt = "OCR:"
+
+formatted_prompt = apply_chat_template(
+    processor,
+    config,
+    prompt,
+    num_images=len(image)
+)
+
+result = generate(
+    model,
+    processor,
+    formatted_prompt,
+    image,
+    max_tokens=1024,
+    temperature=0.0,   
+    verbose=False,
+)
+
+output = result if isinstance(result, str) else result.text
+print(output)
+```