2min chapter

Generally Intelligent cover image

Episode 33: Tri Dao, Stanford: On FlashAttention and sparsity, quantization, and efficient inference

Generally Intelligent

CHAPTER

The Importance of Data Augmentation

Tax is a little bit harder to understand what's really going on in terms of data augmentation for two reasons. The input space is discrete and there hasn't been that many text augmentation methods. People have just been focusing more on, hey, let's just collect more and more text data from very diverse domains. That has proven to be easier to do or more effective rather than figuring out how to augment text data.

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