Update README.md

README.md

@@ -96,7 +96,7 @@ Each configuration loads specimen images along with associated metadata fields:
 
 ## Usage
 
-To load the BIOSCAN-5M dataset locally from `dataset.py` 
+To load the BIOSCAN-5M dataset from `dataset.py` 
 
 ```python
 from datasets import load_dataset
@@ -104,13 +104,8 @@ from datasets import load_dataset
 ds = load_dataset("dataset.py", name="cropped_256_eval", split="validation", trust_remote_code=True)
 ```
 
-To load the dataset from the Hugging Face Hub:
+> **ℹ️ Note:** The data will be automatically downloaded and extracted to `~/.cache/huggingface/datasets/downloads/extracted/`.
 
-```python
-from datasets import load_dataset
-
-dataset = load_dataset("bioscan-ml/BIOSCAN-5M", name="cropped_256_eval", split="validation")
-```
 
 ## Sample Usage