AI Cookbooks
Colab and Jupyter notebooks for training, fine-tuning, and other AI tasks I keep running into.
Colab and Jupyter notebooks I put together while doing real work: training pipelines, fine-tuning, and a few custom implementations. Written mostly so I stop rebuilding the same pipeline from memory.
- NLLB-600M Fine-Tune - LoRA + Flash Attention for any translation task
- Gemma 3 1B/4B Fine-Tune - LoRA & QLoRA with Unsloth for instruction-following
- XLM-R Text Classifier - Multilingual text classification (100+ languages)
- Sentence Transformer Fine-Tune - Contrastive learning on text pairs (3-notebook pipeline)
Source: GitHub