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Instruction Tuning

[ɪnˈstrʌkʃən ˈtuːnɪŋ]
Machine Learning
Last updated: April 4, 2025

Definition

Fine-tuning models on instruction/output examples to improve command following and zero/few-shot task performance.

Detailed Explanation

A fine-tuning method where models are trained on examples of instructions and their desired outputs, improving their ability to follow natural language commands and perform zero-shot or few-shot tasks.

Use Cases

Improving chatbot responsiveness, enhancing LLMs ability to follow complex commands, creating models better suited for general-purpose assistance, boosting performance on unseen tasks.

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