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Enterprise AI is shifting from large language models to fine-tuned small language models (SLMs) for domain-specific tasks. Gartner predicts organizations will deploy small, task-specific AI models three times more frequently than LLMs by 2027. Techniques like LoRA and QLoRA reduce resource requirements by over 90%, enabling efficient specialization on a single GPU.
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