Rename app2.py to app.py

app.py

@@ -0,0 +1,25 @@
+
+!pip install gradio[notebook]
+import gradio as gr
+
+from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
+
+
+tokenizer = AutoTokenizer.from_pretrained("t5-base")
+model = AutoModelForSeq2seqLM.from_pretrained("t5-base")
+
+def predict(input_text):
+    inputs = tokenizer(input_text, return_tensors="pt")
+    outputs = model.generate(**inputs)
+    decoded_prediction = tokenizer.decode(outputs[0], skip_special_tokens=True)
+    return decoded_prediction
+
+ iface = gr.Interface(fn=predict,
+     inputs=gr.inputs.Textbox(lines=2, placeholder="Enter your text..."),
+     outputs="text",
+     title="My Text Summarization App",
+     description="Summarize large blocks of text.",
+     theme="default",
+     analytics_enabled=False)
+
+iface.launch()

app2.py

@@ -1,3 +0,0 @@
-import gradio as gr
-
-gr.Interface.load("huggingface/facebook/blenderbot-400M-distill").launch()