AI Cookbooks

Curated collection of Colab/Jupyter notebooks for real-world AI tasks. Includes training pipelines, model fine-tuning, and custom implementations that go beyond the defaults.

Curated collection of Colab/Jupyter notebooks for real-world AI tasks - training pipelines, model fine-tuning, and custom implementations built from personal workflows.

  • 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