Vocabulary

Understand the term. Connect the concept.

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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Sequence Length

RNNs · Level 1 of 5

Sequence Length

The number of units in a sequence.

Longer sequences can increase memory and computation requirements.

Example

A batch contains sentences of up to 128 tokens.

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Audio transcript

Sequence Length. The number of units in a sequence. Longer sequences can increase memory and computation requirements. For example: A batch contains sentences of up to 128 tokens.

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Why it matters

This helps you trace information and gradient flow through sequence models.

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