A Brief History of Model Adaptation Techniques — Roadmap Step & Resou…
From full fine-tuning to today's parameter-efficient methods
- Level: beginner
- Estimated time: 1 days
- Roadmap: Fine-Tuning & Model Customization
Before this step
Study resources
- OpenAI API Documentation (Article) — OpenAI's official documentation, including guides on fine-tuning hosted models. Background reading/viewing for: A Brief History of Model Adaptation Techniques.
- Hugging Face Documentation (Article) — Official documentation covering Transformers and fine-tuning workflows. Relevant to: A Brief History of Model Adaptation Techniques.
Part of
- Prompt Engineering Fundamentals — section
- Fine-Tuning & Model Customization roadmap — the full learning path