Update README.md

README.md

@@ -55,6 +55,26 @@ It achieves the following results on the evaluation set:
 - Loss: 0.1905
 - F1: 0.7058
 
+## Usage
+
+```python
+# pip install -q transformers accelerate optimum
+from transformers import pipeline
+
+pipe = pipeline(
+    "text-classification", 
+    model="BEE-spoke-data/albert-xxlarge-v2-description2genre"
+)
+pipe.model = pipe.model.to_bettertransformer()
+
+description = "On the Road is a 1957 novel by American writer Jack Kerouac, based on the travels of Kerouac and his friends across the United States. It is considered a defining work of the postwar Beat and Counterculture generations, with its protagonists living life against a backdrop of jazz, poetry, and drug use."  # @param {type:"string"}
+
+result = pipe(description, return_all_scores=True)[0]
+print(result)
+```
+
+> usage of BetterTransformer (via `optimum`) is optional, but recommended unless you enjoy waiting.
+
 ## Model description
 
 This classifies one or more **genre** labels in a **multi-label** setting for a given book **description**.