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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 AutoModelForCausalLM, AutoTokenizer
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MODEL_NAME = "Siddartha10/LLama-3B-A50"
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model = AutoModelForCausalLM.from_pretrained(MODEL_NAME)
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tokenizer = AutoTokenizer.from_pretrained(MODEL_NAME)
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def chatbot_response(user_input, chat_history=[]):
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"""Generates a response from the chatbot model."""
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# Tokenize input and add chat history
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input_ids = tokenizer.encode(user_input, return_tensors="pt")
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# Generate response
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output = model.generate(input_ids, max_length=1000, pad_token_id=tokenizer.eos_token_id)
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response = tokenizer.decode(output[:, input_ids.shape[-1]:][0], skip_special_tokens=True)
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# Update chat history
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chat_history.append((user_input, response))
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return chat_history, "\n".join([f"You: {msg}\nBot: {res}" for msg, res in chat_history])
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# Gradio Interface
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with gr.Blocks() as chatbot_ui:
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gr.Markdown("## Chatbot Interface")
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chat_history = gr.State([]) # Stores the chat history
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with gr.Row():
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user_input = gr.Textbox(placeholder="Type your message here...", label="Your Input")
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submit_button = gr.Button("Send")
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with gr.Row():
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chat_display = gr.Textbox(label="Chat History", lines=20, interactive=False)
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# Event listener
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submit_button.click(chatbot_response, inputs=[user_input, chat_history], outputs=[chat_history, chat_display])
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chatbot_ui.launch()
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import gradio as gr
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gr.load("models/Siddartha10/LLama-3B-A50").launch()
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