Update app.py

app.py

@@ -1,3 +1,32 @@
+
+from transformers import AutoTokenizer, AutoModelForCausalLM
+import transformers
+import torch
 import gradio as gr
 
-gr.Interface.load("models/tiiuae/falcon-7b").launch()
+
+def get_sequence(prompt):
+    sequences = pipeline(prompt,
+    max_length=200,
+    do_sample=True,
+    top_k=10,
+    num_return_sequences=1,
+    eos_token_id=tokenizer.eos_token_id,
+)    
+
+model = "tiiuae/falcon-7b"
+
+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",
+)
+
+
+demo = gr.Interface(inputs='text', outputs='text', fn = get_sequence)
+demo.launch()