AI dictionary · LLMs and GenAI
What is Instruction tuning?Instruction tuning kya hai?
Also called: Supervised fine tuning, SFT
Instruction tuning: Fine tuning a base model on instruction and answer examples so it follows requests helpfully.Base model ko instruction aur jawaab ke examples pe fine tune karna taaki woh requests madadgaar tarike se maane.
🧸 Think of it likeAise samjho
Like teaching a well read person good manners at a help desk: listen to the request, then answer it clearly.Jaise ek padhe likhe insaan ko help desk ke tareeke sikhaana: request suno, phir saaf jawaab do.
📘 ExplainedVistaar se
A base model only continues text. Instruction tuning teaches it to respond to questions and tasks in a helpful format, and preference methods like RLHF or DPO refine it further. Chat models you use are instruction tuned.Base model sirf text aage badhaata hai. Instruction tuning use sawaalon aur kaamon ka madadgaar format mein jawaab dena sikhaati hai, aur RLHF ya DPO jaise preference methods use aur sudhaarte hain. Aap jo chat models use karte ho woh instruction tuned hain.
💡 Real exampleAsli example
Training on pairs like 'Summarise this email' → a good summary.'Summarise this email' → accha summary jaise jodon pe training.
📖 Learn it step by stepStep by step seekho
🔗 Related termsJude hue shabd
Questions people ask
What is Instruction tuning?
Fine tuning a base model on instruction and answer examples so it follows requests helpfully. A base model only continues text. Instruction tuning teaches it to respond to questions and tasks in a helpful format, and preference methods like RLHF or DPO refine it further. Chat models you use are instruction tuned.
How can I understand Instruction tuning in simple words?
Like teaching a well read person good manners at a help desk: listen to the request, then answer it clearly.
What is an example of Instruction tuning?
Training on pairs like 'Summarise this email' → a good summary.
Instruction tuning ka matlab kya hai?
Base model ko instruction aur jawaab ke examples pe fine tune karna taaki woh requests madadgaar tarike se maane. Jaise ek padhe likhe insaan ko help desk ke tareeke sikhaana: request suno, phir saaf jawaab do.
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