How does an encoder work in a transformer model?

It processes input sequences and extracts meaningful representations

Explanation

The encoder processes input data into transformer.  It helps to find the contextual patterns and relationships.  An AI model, not an encoder creates synthetic data.  Fine-tuning hyperparameters is a technique to improve the performance of the model.  You can use benchmarks, not an encoder, to evaluate a model.