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CFO: A Framework for Building Production NLP Systems

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Figure

Figure 1: GAAMA System Architecture
Figure 2: BERT for QA (Devlin et al., 2018)
Table 1: Dev Set Performance on NQ with differentpre-training & data augmentation techniques
Table 3: F1 and latencies for BERT base and largemodels running on GPU and CPU for a subset of theseconds when running on deviceNQ dev set

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