GenAI – Instruction Tuning. Table Of Contents: What Is Instruction Tuning? Steps Involved In Instruction Tuning. Example Of Instruction Tuning. Instruction Tuning Vs Few Shot Prompting. (1) What Is Instruction Tuning ? (2) How Instruction Tuning Helps ? (2) Steps Involved In Instruction Tuning . (2) Example Of Instruction Tuning ? Step-1: Install Required Libraries pip install transformers datasets peft accelerate bitsandbytes Step-2: Sample Instruction Dataset We’ll use a few inline samples. In real cases, use a larger dataset like Alpaca, FLAN, or Self-Instruct. from datasets import Dataset # Sample toy dataset with instruction-style tasks data = [ { "instruction":

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