Writing Training Scripts for GitHub Copilot¶
Prompt 1: Creating Basic Model Training Structure¶
``` Use case: Help developers create training scripts for machine learning models.
Prompt: Develop a training script for a basic machine learning model. The model details are:
model_type: {model_type} dataset_description: {dataset_description} training_objective: {training_objective}
Generate a training script structure that includes: - Data loading and preprocessing. - Model definition with standard architecture. - Training loop with evaluation.
Key points: 1. Use simple architecture and standard components. 2. Focus on basic pipeline components: data loading, model definition, training loop, evaluation. 3. Use standard libraries like PyTorch, TensorFlow, or scikit-learn. 4. Avoid complex custom implementations.`