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Fine-tuning

Category: Primitives•Level: Advanced
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Primitives

Fine-tuning

Fine-tuning involves taking a pre-trained model and training it further on a smaller, specific dataset. This adapts the model's style, tone, or domain knowledge using techniques like LoRA.

Why it exists

  • •LLMs don't know your private data
  • •LLMs hallucinate confidently
  • •Finetune bridges AI + real knowledge

Used in

AI SearchEnterprise ChatKnowledge AssistantsMedical AI

What is Finetune?

Fine-tuning is like teaching a smart student new tricks - you take an already smart AI and teach it to be really good at one specific thing!

👶 For Beginners

Fine-tuning is like teaching a smart student new tricks - you take an already smart AI and teach it to be really good at one specific thing!

👨‍💻 For Developers

Fine-tuning involves taking a pre-trained model and training it further on a smaller, specific dataset. This adapts the model's style, tone, or domain knowledge using techniques like LoRA.

🚀 For Founders

Fine-tuning lets you create specialized AI that understands your domain, brand voice, and use cases. It's how you make generic AI into YOUR AI.

How it works

User→LLM→Retrieve→Vector DB→Context→Answer

Progress

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