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FinEval最优参数组合咨询 #5

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cehao628 opened this issue Nov 4, 2023 · 0 comments
Open

FinEval最优参数组合咨询 #5

cehao628 opened this issue Nov 4, 2023 · 0 comments

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@cehao628
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cehao628 commented Nov 4, 2023

尊敬的FinEval团队:
您好!我有一些问题希望咨询。我在FinEval框架使用自己的金融试题eval集(与Fineval评测题库相似)进行测试,评估中文模型和自己微调的模型。我发现对于CoT/answer-only、zeroshots/fewshots、是否constrained-decode这多种场景,模型表现非常不同。目前只有answer-only+few-shots+constrained-decode,中文模型才能正常预测(50%以上准确率),其他组合均只能略微领先随机选择。此外,对于chatgpt的评测,还没找到合适的组合(低于50%)。
我希望了解:

  1. 是否benchmark里中文模型一般都采用answer-only+few-shots+constrained-decode取得最高准确率吗?
  2. chatgpt应该采取哪种组合方式取得最高准确率呢?
    如果您能分享下正确的参数组合,能帮助我节省非常多时间。非常感谢您的关注!期待您的回复!
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