Update README.md

README.md

@@ -53,7 +53,7 @@ Disclaimer: The team releasing Flickr30k did not upload the dataset to the Hub a
 
 - English.
 
-## Dataset Structure: Equivalent sentence pairs.
+## Dataset Structure
 
 Each example in the dataset contains quintuplets of similar sentences and is formatted as a dictionary with the key "set" and a list with the sentences as "value":
 
@@ -66,6 +66,32 @@ Each example in the dataset contains quintuplets of similar sentences and is for
 
 This dataset is useful for training Sentence Transformers models. Refer to the following post on how to train models using similar pairs of sentences.
 
+### Usage Example
+
+Install the 🤗 Datasets library with `pip install datasets` and load the dataset from the Hub with:
+
+```python
+from datasets import load_dataset
+
+dataset = load_dataset("embedding-data/flickr30k-captions")
+```
+The dataset is loaded as a `DatasetDict` has the format:
+
+```python
+DatasetDict({
+    train: Dataset({
+        features: ['set'],
+        num_rows: 31783
+    })
+})
+```
+
+Review an example `i` with:
+
+```python
+dataset["train"][i]["set"]
+```
+
 
 ### Curation Rationale