Create app.py

app.py

@@ -0,0 +1,18 @@
+import gradio as gr
+from transformers import AutoTokenizer
+from model import MultiHeadClassification
+
+
+model = MultiHeadClassification.from_pretrained('philipp-zettl/multi-head-sequence-classification-model')
+tokenizer = AutoTokenizer.from_pretrained('BAAI/bge-m3')
+
+def generate(prompt):
+    inputs = tokenizer([prompt])
+    return model(**inputs)
+
+
+gr.Interface(
+    generate,
+    inputs="text",
+    ouputs="label"
+)