Completed
06:30 - Dataset preparation
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Classroom Contents
Fine-Tuning LLM on Custom Dataset with Single GPU - Complete Tutorial for Sentiment Analysis
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- 1 00:00 - When to fine-tune?
- 2 04:22 - Notebook setup
- 3 06:30 - Dataset preparation
- 4 09:54 - Load model and tokenizer Qwen3 0.6B
- 5 12:20 - Token counting
- 6 13:57 - Untrained model predictions
- 7 15:20 - Training setup LoRA, optimizer, learning rate
- 8 23:32 - Training logs in TensorBoard
- 9 24:51 - Save the trained model
- 10 26:07 - Evaluation
- 11 29:58 - Upload to HuggingFace Hub
