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Parameters

The adjustable values inside a model that training tunes. Counts are quoted in billions as a rough proxy for capability.

The adjustable values inside a model that training tunes. Counts are quoted in billions as a rough proxy for capability.

Why it matters

Parameter count is a convenient headline number but a poor quality measure — smaller, better-trained models routinely beat larger ones.

Related terms

Neural Network, Large Language Model, Fine-Tuning