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Update app.py
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app.py
CHANGED
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@@ -37,17 +37,20 @@ def generate_response(history, user_input):
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"""
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Generates a response from the model based on the chat history and user input.
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"""
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# Append user input to
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#
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messages = [{"role": "system", "content": SYSTEM_INSTRUCTION}] +
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# Tokenize input for the model
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text = apply_chat_template(messages)
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model_inputs = tokenizer([text], return_tensors="pt").to(device)
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# Generate response
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generated_ids = model.generate(
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**model_inputs,
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max_new_tokens=512
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@@ -57,13 +60,11 @@ def generate_response(history, user_input):
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response = tokenizer.batch_decode(generated_ids, skip_special_tokens=True)[0]
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# Append
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# Format the conversation for display
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formatted_history = format_chat_history(history)
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def format_chat_history(history):
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"""
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"""
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Generates a response from the model based on the chat history and user input.
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"""
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# Append user input to chat history
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chat_history.append(("User", user_input))
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# Prepare messages for the model
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messages = [{"role": "system", "content": SYSTEM_INSTRUCTION}] + [
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{"role": "user", "content": msg[1]} if msg[0] == "User" else {"role": "assistant", "content": msg[1]}
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for msg in chat_history
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]
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# Tokenize the input for the model
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text = apply_chat_template(messages)
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model_inputs = tokenizer([text], return_tensors="pt").to(device)
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# Generate the model's response
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generated_ids = model.generate(
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**model_inputs,
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max_new_tokens=512
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]
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response = tokenizer.batch_decode(generated_ids, skip_special_tokens=True)[0]
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# Append AI response to chat history
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chat_history.append(("MathTutor", response))
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# Return updated chat history
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return chat_history
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def format_chat_history(history):
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"""
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