Notebooks¶
Interactive Jupyter notebooks for learning AI/ML with Bazzite AI.
Auto-Generated Documentation
This documentation is automatically generated from notebooks in the notebooks/ directory. Pages are generated dynamically at MkDocs build time.
Statistics: 58 notebooks across 3 collections
Collections¶
Unsloth Fine-tuning¶
Production fine-tuning workflows using the Unsloth framework for efficient LLM training
Notebooks: 37
Topics:
- Setup (1 notebooks)
- Fast Inference (3 notebooks)
- Vision Training (2 notebooks)
- SFT Training (5 notebooks)
- GRPO Training (5 notebooks)
- DPO Training (2 notebooks)
- Reward Training (2 notebooks)
- RLOO Training (5 notebooks)
- QLoRA Experiments (12 notebooks)
LLMs on Supercomputers¶
Comprehensive course covering prompt engineering, RAG, and fine-tuning. Adapted from TU Wien's AI Factory Austria training materials.
Notebooks: 15
Topics:
- D0 - Setup (1 notebooks)
- D1 - Prompt Engineering Essentials (6 notebooks)
- D2 - Retrieval Augmented Generation (2 notebooks)
- D3 - Fine-tuning on One GPU (6 notebooks)
Ollama Integration¶
Hands-on notebooks demonstrating Ollama usage with GPU acceleration on Bazzite AI
Notebooks: 6