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Creating Synthetic Datasets for Instruction Finetuning with LLaMA and Nemotron

Creating Synthetic Datasets for Instruction Finetuning with LLaMA and Nemotron

Mervin Praison via YouTube Direct link

Step 4: Filtering Responses with Reward Model

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Step 4: Filtering Responses with Reward Model

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Classroom Contents

Creating Synthetic Datasets for Instruction Finetuning with LLaMA and Nemotron

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  1. 1 Introduction and Overview
  2. 2 LLaMA 3.1 & Nemotron 4 Overview
  3. 3 Step 1: Generating Subtopics
  4. 4 Step 2: Creating Questions
  5. 5 Step 3: Generating Responses
  6. 6 Step 4: Filtering Responses with Reward Model
  7. 7 Uploading Dataset to Hugging Face
  8. 8 Final Thoughts and Next Steps

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