CallMissed Blog

Using Synthetic Data to Train and Fine-Tune LLMs in 2026

Real training data is expensive, scarce, and legally complicated. Synthetic data offers an alternative. In 2026, it is mainstream for pre-training, fine-tuning, and benchmarking. When Synthetic Data Works 1. Data augmentation: Increase training set size in niche domains. 2. Privacy-sensitive domains…