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Parameters

Parametri (Parameters)

Parameters are the internal numerical values of a neural network adjusted during training: essentially, the "memory" in which the model encodes everything it has learned. When you read that a model has "70 billion parameters" (70B), these values are what is being counted.

Definition

More parameters generally mean greater capacity to capture linguistic nuance, but also higher training and inference costs. Parameter count isn't everything: data quality and training techniques matter as much as size.

Related terms

• Neural Network
• Deep Learning
• SLM (Small Language Model)
• Fine-tuning
• LLM (Large Language Model)

More in Fondamenti AI

• LLM (Large Language Model)
• Token
• Context Window
• Temperature
• AI Hallucination
• Fine-tuning
• RAG (Retrieval Augmented Generation)
• Embedding

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