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RAG continues to rise
Practical AI: Machine Learning, Data Science, LLM
Distinction between Traditional ML Workloads and Generative AI Workloads
There is a clear distinction between traditional machine learning workloads like fraud detection, term prediction, and recommender systems, and generative AI workloads such as transcription and large language models (LLMs) like GPT-3. Generative AI workloads, particularly LLMs like GPT-3, excel in tasks like code generation. However, there is not a significant overlap where generative AI models are expected to replace traditional models in all scenarios.
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