Update README.md

README.md

@@ -1,3 +1,37 @@
 ---
 license: apache-2.0
+metrics:
+- comet
 ---
+
+Creator: [Unbabel](https://unbabel.github.io/COMET/html/index.html)
+
+The Hub was created to enable the direct usage of the wmt21-comet-mqm model with Python from the Hub.
+
+Code example:
+
+```python
+pip install --upgrade pip  # ensures that pip is current 
+pip install unbabel-comet
+```
+```python
+
+from comet import download_model, load_from_checkpoint
+
+model_path = download_model("NataliaKhaidanova/wmt21-comet-qe-mqm")
+model = load_from_checkpoint(model_path)
+data = [
+    {
+        "src": "Dem Feuer konnte Einhalt geboten werden",
+        "mt": "The fire could be stopped",
+        "ref": "They were able to control the fire."
+    },
+    {
+        "src": "Schulen und Kindergärten wurden eröffnet.",
+        "mt": "Schools and kindergartens were open",
+        "ref": "Schools and kindergartens opened"
+    }
+]
+model_output = model.predict(data, batch_size=8, gpus=1)
+print (model_output)
+```