Model Candidates in Auototrain
Hi,in Autotrain, after you select a model to finetune, you are also asked to select the number of model candidates. I don’t understand what these candidates are and what the difference is between one candidate and another. How are these different candidates selected? maybe are they the same model I initially select trained with different splits of the training dataset?Someone can explain, please!Thank you in advance!Screenshot 2022-09-11 1827481476×381 22.7 KB
2022-09-12T12:50:07Z
Split is the same for all model candidates within a project. The differences include the models themselves and hyperparameters used to train those models.
2022-09-12T12:53:50Z
Hi,thank you for your answer! but I clearly selected a specific model before this step. Where can I see which model is actually selected and where can I see the hyperparameters chosen?Thank you again very much
2022-09-14T08:40:43Z
Hi,You will get all the different variations of the models generated using different hyperparameters but not the actual hyperparameters used to train the model. Important things like max_len will be available to you.