{"ID":2879889,"CreatedAt":"2026-06-01T04:54:23.091178241Z","UpdatedAt":"2026-06-01T04:54:23.091178241Z","DeletedAt":null,"paper_url":"https://arxiv.org/abs/2508.15617","arxiv_id":"2508.15617","title":"Trained Miniatures: Low cost, High Efficacy SLMs for Sales \u0026 Marketing","abstract":"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.","short_abstract":"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\" -...","url_abs":"https://arxiv.org/abs/2508.15617","url_pdf":"https://arxiv.org/pdf/2508.15617v1","authors":"[\"Ishaan Bhola\",\"Mukunda NS\",\"Sravanth Kurmala\",\"Harsh Nandwani\",\"Arihant Jain\"]","published":"2025-08-21T14:46:22Z","proceeding":"cs.CL","tasks":"[\"cs.CL\",\"cs.AI\"]","methods":"[\"Large Language Model\",\"Language Model\"]","has_code":false}