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by wizzwizz4 323 days ago
Transformer models are excellent at translation, but next-token prediction is not the correct architecture for it. You want something more like seq2seq. Next token prediction cares more about local consistency (i.e., going off on a tangent with a self-consistent but totally fabricated "translation") than faithfulness.