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Impact of LLMs on the Tech Stack and Product Development // Anand Das // #188
MLOps.community
Factors to Consider When Choosing a Language Model for Answering Questions
When managing costs, it's important to prioritize user satisfaction. The size and complexity of the input determine the appropriate algorithm/model to use. GPT-4 offers better reasoning abilities than GPT-3.5, but may provide excessive information. It's crucial to choose a model based on specific use cases and instructions. The recently supported AI data indexing helps in generating context, but limitations exist in concrete answering. Size and the model's capabilities are the primary constraints in model selection, with cost as a factor for degradation. These considerations ensure efficient handling of user queries.
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