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Update app.py
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app.py
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# import gradio as gr
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# from transformers import BlenderbotTokenizer, BlenderbotForConditionalGeneration
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# tokenizer = BlenderbotTokenizer.from_pretrained("facebook/blenderbot-400M-distill")
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# model = BlenderbotForConditionalGeneration.from_pretrained("facebook/blenderbot-400M-distill")
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# def chat_with_model(input_text):
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# input_ids = tokenizer.encode("You: " + input_text, return_tensors="pt", max_length=512, truncation=True)
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# response_ids = model.generate(input_ids, max_length=100, num_return_sequences=1, no_repeat_ngram_size=2)
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# reply = tokenizer.decode(response_ids[0], skip_special_tokens=True)
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# return reply
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# iface = gr.Interface(
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# fn=chat_with_model,
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# inputs=gr.Textbox(prompt="You:"),
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# outputs=gr.Textbox(prompt="Bot:"),
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# title="Hello Mate!! π" ,
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# )
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# iface.launch()
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import gradio as gr
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from transformers import BlenderbotTokenizer, BlenderbotForConditionalGeneration
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DESCRIPTION = "This Application is developed just for Education purpose"
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LICENSE = "All Rights are Reserved to the Owner, Regards Mkoot"
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custom_css = """body {
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background-image: url('BK.jpg');
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background-size: cover;
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}
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input[type="text"] {
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background-color: #f2f2f2;
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color: #333;
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border: 1px solid #ccc;
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border-radius: 5px;
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}
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button {
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background-color: #007bff;
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color: #fff;
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border: none;
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border-radius: 5px;
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padding: 10px 20px;
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cursor: pointer;
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}"""
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tokenizer = BlenderbotTokenizer.from_pretrained("facebook/blenderbot-400M-distill")
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model = BlenderbotForConditionalGeneration.from_pretrained("facebook/blenderbot-400M-distill")
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reply = tokenizer.decode(response_ids[0], skip_special_tokens=True)
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return reply
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gr.Markdown(LICENSE)
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import gradio as gr
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from transformers import BlenderbotTokenizer, BlenderbotForConditionalGeneration
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tokenizer = BlenderbotTokenizer.from_pretrained("facebook/blenderbot-400M-distill")
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model = BlenderbotForConditionalGeneration.from_pretrained("facebook/blenderbot-400M-distill")
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reply = tokenizer.decode(response_ids[0], skip_special_tokens=True)
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return reply
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iface = gr.Interface(
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fn=chat_with_model,
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inputs=gr.Textbox(prompt="You:"),
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outputs=gr.Textbox(prompt="Bot:"),
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title="Hello Mate!! π" ,
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)
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iface.launch()
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