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[Turn 10588] User: Sure, I'll run the combined code to handle the 4,500 queries efficiently. I'll keep an eye on the execution time and make sure it meets the requirements. I'll report back with the results and any issues I encounter. [Turn 10589] Assistant: Great! Go ahead and run the combined code to handle the 4,500 queries efficiently. Here are the steps you should follow: 1. **Run the Combined Code**: Execute the provided code to handle 4,500 queries efficiently. 2. **Monitor Execution Time**: Keep an eye on the execution time to ensure it meets your performance requirements. 3. **Report Back**: Share the results and any issues you encounter so we can further refine the implementation. ### Combined Code Recap Here's the combined code again for reference: ```python import time import cProfile import io from pstats import Stats import redis from concurrent.futures import ThreadPoolExecutor, as_completed from transformers import AutoModelForSequenceClassification, AutoTokenizer # Load the model and tokenizer model = AutoModelForSequenceClassification.from_pretrained("distilbert-base-uncased") tokenizer = AutoTokenizer.from_pretrained("distilbert-base-uncased")