2min chapter

The Data Exchange with Ben Lorica cover image

Efficient Methods for Natural Language Processing

The Data Exchange with Ben Lorica

CHAPTER

Using 100% of the Data, You're Not Losing That Much

We were looking at how instances training different instances behave during training. This was for downstream tasks. We saw a very small reduction in your end results, so in your end domain and results. So you're not losing that much and you're getting 3x speed. But when we evaluated these models on out of distribution on data sets that they were not seen during training, we actually got the models that perform better than using 100% of the data.

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