Cloud vs On-Premise Training Infrastructure — Roadmap Step & Resources
Trade-offs in cost, control and setup time
- Level: beginner
- Estimated time: 1 days
- Roadmap: Fine-Tuning & Model Customization
Before this step
Study resources
- Hugging Face Documentation (Article) — Official documentation covering Transformers, PEFT, and fine-tuning workflows for open-weight models. Background reading/viewing for: Cloud vs On-Premise Training Infrastructure.
- freeCodeCamp (Video) — freeCodeCamp's fine-tuning courses cover compute infrastructure needs. Relevant to: Cloud vs On-Premise Training Infrastructure.
Part of
- Compute Infrastructure for Fine-Tuning — section
- Fine-Tuning & Model Customization roadmap — the full learning path