Alina Khay

Alina Khay

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Alina Khay
Alina Khay
Fine Tuning Large Language Models

Fine Tuning Large Language Models

Fine-tuning is the process of taking an already-trained model and giving it a makeover to tackle a similar task. When a model needs tweaks for a new job fine-tuning comes to the rescue.

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Alina Khay
Mar 20, 2024
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Alina Khay
Alina Khay
Fine Tuning Large Language Models
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Fine-tuning is the process of taking an already-trained model and giving it a makeover to tackle a similar task. When a model needs tweaks for a new job or isn't performing up to par, fine-tuning comes to the rescue.

How Fine-tuning Works

Fine-tuning takes the original model's weights and molds them to fit the new task. For instance, consider GPT-3, a model trained on a massive dataset, mastering various skills like generating stories, poems, songs, and more.

Mastering Transfer Learning

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