---
title: "Exploring the Purpose, Power & Potential of Small Language Models (SLMs)"
url: https://daily.dev/posts/exploring-the-purpose-power-potential-of-small-language-models-slms--sh91rgzn9
source_url: https://cobusgreyling.medium.com/exploring-the-purpose-power-potential-of-small-language-models-slms-0d76567ae97d
type: article
source: "Medium"
published: 2024-03-12T18:41:08.427Z
updated: 2026-06-18T02:13:58.882Z
tags: ["ai", "conversational-ai", "llm", "lm-studio", "machine-learning", "nlp"]
reading_time: 4
upvotes: 0
comments: 0
language: en
---

> ## Documentation Index
> Fetch the complete documentation index at: https://daily.dev/llms.txt
> Use this file to discover all available pages before exploring further.

# Exploring the Purpose, Power & Potential of Small Language Models (SLMs)

**[Medium](https://daily.dev/sources/medium_js)** · 4 min read · 0 upvotes · 0 comments

## Summary

This post explores the purpose, power, and potential of Small Language Models (SLMs), specifically focusing on Orca SLM. It discusses the current use cases for SLMs, the strengths of Orca for common-sense reasoning, and the fine-tuning of SLMs for specific contexts. The post highlights the potential of endowing smaller models with better reasoning capabilities and provides practical reasoning examples. It also mentions Microsoft's objectives in developing Orca 2 and the importance of synthetic data creation for training smaller models.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://cobusgreyling.medium.com/exploring-the-purpose-power-potential-of-small-language-models-slms-0d76567ae97d>

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---

Tags: [#ai](https://daily.dev/tags/ai), [#conversational-ai](https://daily.dev/tags/conversational-ai), [#llm](https://daily.dev/tags/llm), [#lm-studio](https://daily.dev/tags/lm-studio), [#machine-learning](https://daily.dev/tags/machine-learning), [#nlp](https://daily.dev/tags/nlp)

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