Training models with AutoTrain
When we activate the training process, Hugging Face first downloads our data from the Hugging Face Hub, where we uploaded our dataset.
Hugging Face’s AutoTrain interface provides a rapid, seamless, and intuitive approach to training text and vision models. Just click on Start Training when you are ready, as shown in Figure 18.8:
Figure 18.8: AutoTrain: an intuitive approach
Hugging Face AutoTrain’s module acts as an overall controller for your training process. For more, read Hugging Face’s documentation, which evolves constantly as the platform makes progress: https://huggingface.co/docs/autotrain/main/en/index#who-should-use-autotrain.
Once a model is trained, we can train other ones to create a trained model set of potential candidates for our project.
Reminder: Evaluate the cost of training before running a training process. Budget management remains a critical factor in training AI models.
...
