Decoder Was Not Found For This Format Sucks

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Decoder Was Not Found For This Format Sucks

T5 encoder decoder GLM XLNET PrefixLM . .

decoder only 2025 decoder only 2025 同等loss，需要模型参数更少即可实现类似结果，YOCO随参数增长可能loss 收敛可能会更快。 由于cross-decoder 不需要 计算K，V ，所以不需要KV的权重，因此attention 参数量可以减少， …

Decoder Was Not Found For This Format Sucks另一方面，decoder-only 模型则非常合理：它们用于生成输出，并在下一个 token 预测任务上进行预训练，这正是大多数 LLM 的任务。 问题实际上归结为 decoder-only 与 encoder-decoder 架 … Decoder only Decoder only token

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