Feb 22, 2025 — SLMs are lightweight versions of traditional language models designed to operate efficiently on resource-constrained environments such as smartphones, embedded ..

Small language models (SLMs) are a subset of language models that perform specific tasks using fewer resources than larger models.

by P Belcak · 2025 · Cited by 91 — Here we lay out the position that small language models (SLMs) are sufficiently powerful, inherently more suitable, and necessarily more econ

Small language models (SLMs) are artificial intelligence (AI) models capable of processing, understanding and generating natural language content.

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Sep 8, 2025 — According to a recent study by NVIDIA researchers, small language models (SLMs), rather than their larger counterparts large language models ( ...

Apr 23, 2025 — A small language model (SLM) is a smaller version of a large language model (LLM) that has more specialized knowledge, is faster to ...

Llama 3.1 8B seems like a solid all-rounder for general knowledge, while the Qwen2.5 models (both 7B and 14B) have been quite helpful with coding tasks.

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Aug 29, 2025 — A crucial and decisive advantage of SLMs lies in their flexibility and alignment. They're easier to fine-tune for strict formatting and ...

Fast, affordable small model for focused tasks · gpt-4o-mini-audio-preview. GPT-4o mini Audio. Smaller model capable of audio inputs and outputs · gpt-4o-mini ...See more

Small language model ... Small language models or compact language models are artificial intelligence language models designed for human natural language ...

Nov 14, 2024 — Learn about the top 15 small language models of 2025, including Llama 3.1 8B, Gemma2, Qwen 2, Mistral Nemo, Phi-3.5, and more.

Jul 31, 2025 — A small language model (SLM) is a machine-learning algorithm that's been trained on a dataset much smaller, more specific, and, often, of higher ...

May 20, 2025 — One of the most exciting new capabilities we're bringing to Google AI Edge is robust support for on-device Retrieval Augmented Generation (RAG).

Feb 17, 2025 — So, let's ask an important question: what makes a language model large or small? The quick, basic summary is this: Small language models ...

Fine-tuning is a critical step for enhancing the functionality of SLMs. This technique involves retraining a base model on a specific set of ...

Oct 1, 2024 — Small language models (SLMs) and super tiny language models (STLMs) are beginning to make a big impact in the field of artificial intelligence (AI).

Generalist · Mistral Medium 3.1 · Mistral Small 3.2 · Magistral Medium 1.2 · Magistral Small 1.2 · Ministral 3B · Ministral 8B · Specialist.