Training Fundamentals for Language Models — Roadmap Step & Resources
Loss functions, gradients and epochs at a conceptual level
- 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: Training Fundamentals for Language Models.
- PyTorch Documentation (Article) — Official documentation for the deep learning framework underlying most fine-tuning workflows. Relevant to: Training Fundamentals for Language Models.
Part of
- Training Fundamentals for Fine-Tuning — section
- Fine-Tuning & Model Customization roadmap — the full learning path