Update README.md

README.md

@@ -89,7 +89,7 @@ vllm serve scb10x/typhoon-ocr-7b --max-model-len 32000 --served-model-name typho
 
 ```python
 from typhoon_ocr import ocr_document
-markdown = ocr_document('image.png', base_url='http://localhost:8000/v1', api_key='anything-is-ok')
+markdown = ocr_document('image.png', base_url='http://localhost:8000/v1', api_key='no-key')
 print(markdown)
 ```
 To read more about [vllm](https://docs.vllm.ai/en/latest/getting_started/quickstart.html)
@@ -239,13 +239,15 @@ repetition_penalty: 1.2
 
 We recommend to inference typhoon-ocr using [vllm](https://github.com/vllm-project/vllm) instead of huggingface transformers, and using typhoon-ocr library to ocr documents. To read more about [vllm](https://docs.vllm.ai/en/latest/getting_started/quickstart.html)
 ```bash
-vllm serve scb10x/typhoon-ocr-7b --max-model-len 32000 # OpenAI Compatible at http://localhost:8000
+pip install vllm
+vllm serve scb10x/typhoon-ocr-7b --max-model-len 32000 --served-model-name typhoon-ocr-preview  # OpenAI Compatible at http://localhost:8000
 # then you can supply base_url in to ocr_document
 ```
 
 ```python
 from typhoon_ocr import ocr_document
-ocr_document('image.jpg', base_url='http://localhost:8000/v1')
+markdown = ocr_document('image.png', base_url='http://localhost:8000/v1', api_key='no-key')
+print(markdown)
 ```
 
 ## **Intended Uses & Limitations**