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0:00:00 About the Course
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Classroom Contents
Train Your Own LLM - Tutorial
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- 1 0:00:00 About the Course
- 2 0:03:03 Introduction
- 3 0:07:24 Training Data
- 4 0:15:33 Tokenization
- 5 0:29:00 The Transformer Architecture
- 6 0:52:21 Pre-training
- 7 1:24:46 Fine-tuning Dataset
- 8 1:33:05 Instruction Fine-tuning
- 9 2:06:17 Fine-tuning with LoRA
- 10 2:20:39 Let's Scale Everything
- 11 3:09:40 Bonus
- 12 3:27:10 Conclusion
