Update model card 'README.md' on Hugging Face Hub

README.md

@@ -85,7 +85,8 @@ print(f"Prediction: {prediction}")
 ```
 
 #### Downloading and Using the Pipeline
-The pipeline is serialized as a `joblib` file. You can download and use it for inference with the `huggingface_hub` library as shown below. The optimized decision threshold of 0.29 is not part of the pipeline itself and has to be applied in post-processing.
+You can download the serialized `joblib` pipeline for inference using `huggingface_hub`.  
+**Note:** Unlike the API, the pipeline requires a `pandas DataFrame` input and returns probabilities. You must manually apply the optimized decision threshold of `0.29`.
 
 ```python
 from huggingface_hub import hf_hub_download