pretraining

Text and code embeddings by contrastive pre-training

Text embeddings are useful features in lots of applications resembling semantic search and computing text similarity. Previous work typically trains models customized for various use cases, various in dataset selection, training objective and model...

Learning to play Minecraft with Video PreTraining

The web incorporates an infinite amount of publicly available videos that we are able to learn from. You'll be able to watch an individual make a beautiful presentation, a digital artist draw a stupendous...

DALL·E 2 pre-training mitigations

We observed that our internal predecessors to DALL·E 2 would sometimes reproduce training images verbatim. This behavior was undesirable, since we would really like DALL·E 2 to create original, unique images by default and...

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