Revert "Load best model at the end of training"
This reverts commit 44a6597e. I received the following error when training: https://discuss.huggingface.co/t/distributed-training-keyerror-eval-f1-in-questionansweringtrainer-taken-from-trainer-qa-py-in-examples/26308
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