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import gradio as gr
from transformers import BlenderbotTokenizer, BlenderbotForConditionalGeneration
tokenizer = BlenderbotTokenizer.from_pretrained("facebook/blenderbot-400M-distill")
model = BlenderbotForConditionalGeneration.from_pretrained("facebook/blenderbot-400M-distill")
def chat_with_model(input_text):
input_ids = tokenizer.encode("You: " + input_text, return_tensors="pt", max_length=512, truncation=True)
response_ids = model.generate(input_ids, max_length=100, num_return_sequences=1, no_repeat_ngram_size=2)
reply = tokenizer.decode(response_ids[0], skip_special_tokens=True)
return reply
iface = gr.Interface(
fn=chat_with_model,
inputs=gr.Textbox(prompt="You:"),
outputs=gr.Textbox(prompt="Bot:"),
title="Hello Mate!! 😁" ,
)
iface.launch()
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