Update app.py

app.py

@@ -29,7 +29,7 @@ def translate(text):
 grad.Interface(translate, inputs=["text",], outputs="text").launch()
 '''
 
-#5.11
+'''5.11
 
 from transformers import GPT2LMHeadModel,GPT2Tokenizer
 import gradio as grad
@@ -44,4 +44,26 @@ def generate(starting_text):
     return response
 txt=grad.Textbox(lines=1, label="English", placeholder="English Text here")
 out=grad.Textbox(lines=1, label="Generated Tensors")
-grad.Interface(generate, inputs=txt, outputs=out).launch()
+grad.Interface(generate, inputs=txt, outputs=out).launch()
+'''
+
+#5.12
+from transformers import GPT2LMHeadModel,GPT2Tokenizer
+import gradio as grad
+
+mdl = GPT2LMHeadModel.from_pretrained('gpt2')
+gpt2_tkn=GPT2Tokenizer.from_pretrained('gpt2')
+
+
+def generate(starting_text):
+    tkn_ids = gpt2_tkn.encode(starting_text, return_tensors = 'pt')
+    gpt2_tensors = mdl.generate(tkn_ids)
+    response=""
+    #response = gpt2_tensors
+    for i, x in enumerate(gpt2_tensors):
+       response=response+f"{i}: {gpt2_tkn.decode(x, skip_special_tokens=True)}"
+    return response
+
+txt=grad.Textbox(lines=1, label="English", placeholder="English Text here")
+out=grad.Textbox(lines=1, label="Generated Tensors")
+grad.Interface(generate, inputs=txt, outputs=out).launch()