Use this step to delete a video from the Videos app on your iPhone:
Delete a video: Swipe left or right over the video in the list. Deleting a video (other than a rented movie) from iPhone doesn’t delete it from your iTunes library.
You can find more information on page 78 of the iPhone User Guide:
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