Trained Miniatures: Low cost, High Efficacy SLMs for Sales & Marketing
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arXiv
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| Autores principales: | , , , , |
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| Formato: | Preprint |
| Publicado: |
2025
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| Acceso en línea: | |
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| _version_ | 1866911114715987968 |
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| author | Bhola, Ishaan NS, Mukunda Kurmala, Sravanth Nandwani, Harsh Jain, Arihant |
| author_facet | Bhola, Ishaan NS, Mukunda Kurmala, Sravanth Nandwani, Harsh Jain, Arihant |
| contents | 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. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2508_15617 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Trained Miniatures: Low cost, High Efficacy SLMs for Sales & Marketing Bhola, Ishaan NS, Mukunda Kurmala, Sravanth Nandwani, Harsh Jain, Arihant Computation and Language Artificial Intelligence 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. |
| title | Trained Miniatures: Low cost, High Efficacy SLMs for Sales & Marketing |
| topic | Computation and Language Artificial Intelligence |
| url | https://arxiv.org/abs/2508.15617 |