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Reduction divergences were being also an issue in our training run. Once the reduction diverged, we uncovered that decreasing the learning price and restarting from an previously checkpoint authorized for the job to recover and continue coaching. We discovered a correlation concerning loss divergence, our dynamic loss scalar crashing to 0, as well as l2superscript 2l^ 2 -norm in the activations of the final layer spiking.

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To transform the conversational trees into language-model-obtainable paperwork, we extracted the longest chain of opinions in Just about every thread and discarded all other paths inside the tree. This reduced the corpus by about sixty six%.

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