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epoch=72-f1_multi=0.25105.ckpt

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epoch=79-f1_multi=0.24490.ckpt

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epoch=80-f1_multi=0.24493.ckpt

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epoch=84-f1_multi=0.25723.ckpt

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sequence_simple_810_95_last.ckpt

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