There is also evidence that move-purpose improvements in capabilities might occur in a scale that is way scaled-down than 175B Wei et al. (2021), indicating a need to look at a wider array of scales for different study applications.

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We faced a significant variety of components failures in our compute cluster although schooling Choose-175B. In complete, components failures contributed to at least 35 manual restarts plus the cycling of about a hundred hosts more than the training course of two months. During manual restarts, the education operate was paused, in addition to a series of diagnostics tests were being conducted to detect problematic nodes.

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We Keep to the recommendations of Gebru et al. (2021) and provide an information card for the dataset used to practice the Decide designs.

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