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Further tips and improvements
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Fine-tuning Llama 3 on Wikipedia Datasets for Low-Resource Languages
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- 1 Fine-tuning Llama 3 for a low resource language
- 2 Overview of Wikipedia Dataset and Loss Curves
- 3 Video overview
- 4 HuggingFace Dataset creation with WikiExtractor
- 5 Llama 3 fine-tuning setup, incl. LoRA
- 6 Dataset blending to avoid catastrophic forgetting
- 7 Trainer setup and parameter selection
- 8 Inspection of losses and results
- 9 Learning Rates and Annealing
- 10 Further tips and improvements
