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charent avatar charent commented on September 3, 2024 1

@charent 另外项目会开源吗, 效果如何

还在折腾训练数据阶段😂,模型得换成decoder-only的,encoder-decoder容易讲胡话,总感觉哪里没做对,短期内应该没啥效果。效果好会开源,效果差就算了。

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charent avatar charent commented on September 3, 2024

我另外有一个项目在计划做针对agent的sft,还没有更新代码,目前小模型做rag我看效果还行。

小于1B的模型不具有涌现现象,所以做多任务效果不行。小模型目前的场景主要在帮助大模型做投机采样(我目前还没见过小于1B的assist model 2333),或者微调后放在游戏中做生成npc对话。

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lucasjinreal avatar lucasjinreal commented on September 3, 2024

@charent 另外项目会开源吗, 效果如何

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shtdbb avatar shtdbb commented on September 3, 2024

确实,可以做成意图识别的小模型。而且既然三元组抽取效果都还不错,那意图识别的结构化信息抽取能力应该也够。

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