Compute Infrastructure for Fine-Tuning — Fine-Tuning & Model Customiz…
Estimating and managing training hardware
Steps in Compute Infrastructure for Fine-Tuning
- GPU Requirements for Fine-Tuning — beginner · Estimating hardware needs based on model size and method
- Cloud vs On-Premise Training Infrastructure — beginner · Trade-offs in cost, control and setup time
- Using Managed Fine-Tuning Services — beginner · When a hosted fine-tuning API is preferable to self-managed infrastructure
- Cost Estimation for Training Runs — beginner · Predicting the cost of a fine-tuning job before running it
- Managing Training Jobs and Experiment Tracking — beginner · Tools for tracking multiple training runs and their results
Part of
- Fine-Tuning & Model Customization roadmap — the full learning path