Vocabulary

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A practical dictionary of 512 AI, machine learning, mathematics, and programming terms from HerbDev’s AI Vocabulary app. Start with a definition, explore an example, then follow the concepts behind it.

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Pruning

Deployment & Inference · Level 3 of 5

Pruning

Removing or disabling model components to reduce size or computation.

Unstructured sparsity only accelerates execution when the runtime can exploit it.

Example

Low-importance connections are removed before fine-tuning.

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Audio transcript

Pruning. Removing or disabling model components to reduce size or computation. Unstructured sparsity only accelerates execution when the runtime can exploit it. For example: Low-importance connections are removed before fine-tuning.

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Put the terminology into context: How AI works · Machine-native representations · All learning paths

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