Title: Week 07 Resources
Course: AIINFRA 201: Model Adaptation — Fine-Tuning & Quantization > Section: Week 07 — QLoRA and Training on Consumer GPUs with Unsloth

📚 Resources

- Title: Unsloth — Fine-tuning for Beginners: https://docs.unsloth.ai/get-started/fine-tuning-for-beginners
- Title: Unsloth — Fine-tuning LLMs Guide: https://unsloth.ai/docs/get-started/fine-tuning-llms-guide
- Title: How to Fine-Tune Google Gemma 270M with Unsloth and QLoRA (Codecademy): https://www.codecademy.com/article/how-to-fine-tune-google-gemma-270m-with-unsloth-and-qlora
- Title: QLoRA paper: 4-bit base model + LoRA adapters: https://arxiv.org/abs/2305.14314

Week 08 · Axolotl, Config-Driven Training, and Experiment Tracking

Notion ID: 392c08fd-0278-8129-aa7a-cdc2bc5353ef Notion URL: https://app.notion.com/p/392c08fd02788129aa7acdc2bc5353ef