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Deployment Strategy for a News Summarization Service
Based on the goal of maximizing cost efficiency, which option represents a better financial strategy for the startup? Justify your decision by analyzing the relationship between the cost structures and the expected usage pattern.
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Ch.5 Inference - Foundations of Large Language Models
Foundations of Large Language Models
Foundations of Large Language Models Course
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Evaluation in Bloom's Taxonomy
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Deployment Strategy for a News Summarization Service
A startup is developing a new AI-powered writing assistant. They have a limited initial budget but expect user traffic to grow significantly over the next year. They must choose a deployment strategy for their language model. Which of the following strategies demonstrates the least consideration for long-term cost efficiency?
A financial services company is deploying a chatbot for internal use to answer employee questions about HR policies. The usage is expected to be high and consistent during business hours (9 AM - 5 PM) on weekdays but nearly zero during nights and weekends. The company's primary goal is to minimize operational costs without significantly compromising the response time for employees during peak hours. Which of the following deployment strategies is the most cost-efficient for this specific scenario?