Trained Miniatures: Low cost, High Efficacy SLMs for Sales & Marketing
By: Ishaan Bhola , Mukunda NS , Sravanth Kurmala and more
Potential Business Impact:
Makes smart computer writing much cheaper.
Large language models (LLMs) excel in text generation; however, these creative elements require heavy computation and are accompanied by a steep cost. Especially for targeted applications such as sales and marketing outreach, these costs are far from feasible. This paper introduces the concept of "Trained Miniatures" - Small Language Models(SLMs) fine-tuned for specific, high-value applications, generating similar domain-specific responses for a fraction of the cost.
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