Document loading PROWBench with Hugging Face Datasets

README.md

@@ -39,10 +39,20 @@ PROWBench evaluates whether video models follow program-specified motion and int
 
 ```bash
 pip install -U huggingface_hub
-hf auth login
 hf download AlayaLab/PROWBench --repo-type dataset --local-dir PROWBench
 ```
 
+Load sample metadata and preview images in Python (`pip install -U datasets pillow`):
+
+```python
+from datasets import load_dataset
+
+dataset = load_dataset("AlayaLab/PROWBench")
+sample = dataset["full"][0]
+```
+
+The `*_file` fields contain paths relative to the dataset root. Use the download command above for the full videos, prompts and engine records.
+
 ## Data
 
 | Split | Episodes | Duration | RGB first frames |