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sumantopal07
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Dec 27, 2025
sumantopal07
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- Add Unsloth fine-tuning standalone script and notebook
- Add comprehensive fine-tuning documentation and guides
- Add M4 Mac setup and training guides
- Add tools for dataset generation and fine-tuning
- Update .gitignore to exclude generated data and training outputs
- Remove tracked artifacts and generated datasets
- Add Unsloth fine-tuning standalone script and notebook - Add comprehensive fine-tuning documentation and guides - Add M4 Mac setup and training guides - Add tools for dataset generation and fine-tuning - Update .gitignore to exclude generated data and training outputs - Remove tracked artifacts and generated datasets
sumantopal07
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December 28, 2025 10:49
- Complete explanation of LoRA vs QLoRA concepts - Training process breakdown with examples - Loss calculation and interpretation - Performance analysis and time estimates - TensorBoard monitoring guide - Dataset composition and progress tracking - Key learnings and common questions - Generated from training session insights
- Q&A format covering all technical discussions - LoRA mechanics and training process explanations - Loss calculation and performance analysis - Test/train data usage and evaluation metrics - Hardware comparisons and optimization strategies - Complete record of learning session for future reference
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