What does Small Language Model (SLM) mean? Definition | AI Understanding

Definition

A compact language model optimized for lower latency, cost, or on-device usage.

Related terms

Speculative Decoding

An inference acceleration method where a small draft model proposes tokens that a larger model verifies in parallel.

A language-agnostic tokenizer that learns subword units directly from raw text without pre-splitting on whitespace.

Artificial Intelligence (AI)

The broad field of building systems that perform tasks requiring pattern recognition, reasoning, language, or decision-making.

The maximum amount of input tokens a language model can process at once.

Convolutional Neural Network (CNN)

A neural architecture optimized for processing grid-like data such as images.

Few-Shot Learning

Learning or adapting behavior from only a small number of examples.

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See also

Sentiment Analysis Sparse Model Self-Supervised Learning Supervised Learning Semantic Search Synthetic Data Scaling Law System Prompt

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