$re = '/^Begin:.*(?:\R(?!ModelFinish).*)*(?=\RSaving)/m';
$str = 'Begin: model 17
Epoch 15800, loss 4051304.017, val_PMAE 6.9
Saving at epoch 15828 with loss: 3974847.290
Saving at epoch 15889 with loss: 3968749.471
ModelFinish: Stop training
Begin: model 18
Saving at epoch 15889 with loss: 3968749.223
Saving at epoch 15889 with loss: 3968749.200
Epoch 15800, loss 4051304.017
ModelFinish: Stop training
Begin: model 19
Saving at epoch 15889 with loss: 3968749.223
Saving at epoch 15889 with loss: 3968749.200
Saving at epoch 15889 with loss: 3968749.200
Saving at epoch 15889 with loss: 3968749.200
Saving at epoch 15889 with loss: 3968749.200
Saving at epoch 15889 with loss: 3968749.200
Saving at epoch 15889 with loss: 3968749.200
Epoch 15800, loss 4051304.017
ModelFinish: Stop training';
preg_match_all($re, $str, $matches, PREG_SET_ORDER, 0);
// Print the entire match result
var_dump($matches);
Please keep in mind that these code samples are automatically generated and are not guaranteed to work. If you find any syntax errors, feel free to submit a bug report. For a full regex reference for PHP, please visit: http://php.net/manual/en/ref.pcre.php