Before revision:  We examine the diverse YouTube8M corpus, first verifying that it contains many non-instructional videos via crowd labeling.
After revision:  We fit a representative pretraining model to the diverse YouTube8M corpus, first verifying that it contains many non-instructional videos via crowd labeling.