--- description: Learn about YOLO's callback functions from on_train_start to add_integration_callbacks. See how these callbacks modify and save models. keywords: YOLO, Ultralytics, callbacks, object detection, training, inference --- ## on_pretrain_routine_start --- ### ::: ultralytics.yolo.utils.callbacks.base.on_pretrain_routine_start

## on_pretrain_routine_end --- ### ::: ultralytics.yolo.utils.callbacks.base.on_pretrain_routine_end

## on_train_start --- ### ::: ultralytics.yolo.utils.callbacks.base.on_train_start

## on_train_epoch_start --- ### ::: ultralytics.yolo.utils.callbacks.base.on_train_epoch_start

## on_train_batch_start --- ### ::: ultralytics.yolo.utils.callbacks.base.on_train_batch_start

## optimizer_step --- ### ::: ultralytics.yolo.utils.callbacks.base.optimizer_step

## on_before_zero_grad --- ### ::: ultralytics.yolo.utils.callbacks.base.on_before_zero_grad

## on_train_batch_end --- ### ::: ultralytics.yolo.utils.callbacks.base.on_train_batch_end

## on_train_epoch_end --- ### ::: ultralytics.yolo.utils.callbacks.base.on_train_epoch_end

## on_fit_epoch_end --- ### ::: ultralytics.yolo.utils.callbacks.base.on_fit_epoch_end

## on_model_save --- ### ::: ultralytics.yolo.utils.callbacks.base.on_model_save

## on_train_end --- ### ::: ultralytics.yolo.utils.callbacks.base.on_train_end

## on_params_update --- ### ::: ultralytics.yolo.utils.callbacks.base.on_params_update

## teardown --- ### ::: ultralytics.yolo.utils.callbacks.base.teardown

## on_val_start --- ### ::: ultralytics.yolo.utils.callbacks.base.on_val_start

## on_val_batch_start --- ### ::: ultralytics.yolo.utils.callbacks.base.on_val_batch_start

## on_val_batch_end --- ### ::: ultralytics.yolo.utils.callbacks.base.on_val_batch_end

## on_val_end --- ### ::: ultralytics.yolo.utils.callbacks.base.on_val_end

## on_predict_start --- ### ::: ultralytics.yolo.utils.callbacks.base.on_predict_start

## on_predict_batch_start --- ### ::: ultralytics.yolo.utils.callbacks.base.on_predict_batch_start

## on_predict_batch_end --- ### ::: ultralytics.yolo.utils.callbacks.base.on_predict_batch_end

## on_predict_postprocess_end --- ### ::: ultralytics.yolo.utils.callbacks.base.on_predict_postprocess_end

## on_predict_end --- ### ::: ultralytics.yolo.utils.callbacks.base.on_predict_end

## on_export_start --- ### ::: ultralytics.yolo.utils.callbacks.base.on_export_start

## on_export_end --- ### ::: ultralytics.yolo.utils.callbacks.base.on_export_end

## get_default_callbacks --- ### ::: ultralytics.yolo.utils.callbacks.base.get_default_callbacks

## add_integration_callbacks --- ### ::: ultralytics.yolo.utils.callbacks.base.add_integration_callbacks