changing to gradio interface

app.py

@@ -1,39 +1,34 @@
 import gradio as gr
 
-gr.Interface.load("tiiuae/falcon-40b").launch()
-
-
-# import gradio as gr
-
-# from transformers import AutoTokenizer, AutoModelForCausalLM
-# import transformers
-# import torch
-
-
-# def falcon(input_text):
-#     model = "tiiuae/falcon-40b"
-
-#     tokenizer = AutoTokenizer.from_pretrained(model)
-#     pipeline = transformers.pipeline(
-#         "text-generation",
-#         model=model,
-#         tokenizer=tokenizer,
-#         torch_dtype=torch.bfloat16,
-#         trust_remote_code=True,
-#         device_map="auto",
-#     )
-#     sequences = pipeline(
-#         input_text, # "Was ist das höchste Gebäude in der Welt?"
-#         max_length=200,
-#         do_sample=True,
-#         top_k=10,
-#         num_return_sequences=1,
-#         eos_token_id=tokenizer.eos_token_id,
-#     )
-#     for seq in sequences:
-#         print(f"Result: {seq['generated_text']}")
-
-#     return sequences[0]['generated_text']
-
-# iface = gr.Interface(fn=falcon, inputs="text", outputs="text")
-# iface.launch() # To create a public link, set `share=True`
+from transformers import AutoTokenizer, AutoModelForCausalLM
+import transformers
+import torch
+
+
+def falcon(input_text):
+    model = "tiiuae/falcon-40b"
+
+    tokenizer = AutoTokenizer.from_pretrained(model)
+    pipeline = transformers.pipeline(
+        "text-generation",
+        model=model,
+        tokenizer=tokenizer,
+        torch_dtype=torch.bfloat16,
+        trust_remote_code=True,
+        device_map="auto",
+    )
+    sequences = pipeline(
+        input_text, # "Was ist das höchste Gebäude in der Welt?"
+        max_length=200,
+        do_sample=True,
+        top_k=10,
+        num_return_sequences=1,
+        eos_token_id=tokenizer.eos_token_id,
+    )
+    for seq in sequences:
+        print(f"Result: {seq['generated_text']}")
+
+    return sequences[0]['generated_text']
+
+iface = gr.Interface(fn=falcon, inputs="text", outputs="text")
+iface.launch() # To create a public link, set `share=True`