Update app.py

app.py

@@ -1,2 +1,28 @@
+from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
+
+tokenizer = AutoTokenizer.from_pretrained("google/flan-t5-large")
+
+model = AutoModelForSeq2SeqLM.from_pretrained("google/flan-t5-large", device_map="auto",  cache_dir="cache", offload_folder="offload" )
+
+def generate(input_text):
+  input_ids = tokenizer(input_text, return_tensors="pt")
+  output = model.generate(input_ids, max_length=70)
+  return tokenizer.decode(output[0], skip_special_tokens=True)
+
+    #@title GUI
 import gradio as gr
-gr.Interface.load("models/google/flan-t5-large").launch()
+
+title = "Flan T5 :)"
+
+def inference(text):
+  return generate(text)
+
+io = gr.Interface(
+  inference,
+  gr.Textbox(lines=3),
+  outputs=[
+    gr.Textbox(lines=3, label="Flan T5")
+  ],
+  title=title,
+)
+io.launch(share=True,debug=True)