Model Distillation — Roadmap Step & Resources
Training a smaller model to mimic a larger one
- Level: beginner
- Estimated time: 1 days
- Roadmap: Fine-Tuning & Model Customization
Before this step
Study resources
- PyTorch Documentation (Article) — Official documentation for the deep learning framework underlying most modern fine-tuning workflows. Background reading/viewing for: Model Distillation.
- Hugging Face Documentation (Article) — Official documentation on quantization and model compression. Relevant to: Model Distillation.
Part of
- Quantization and Model Compression — section
- Fine-Tuning & Model Customization roadmap — the full learning path