Comments (1)
Maxwell-Lyu
commented on May 29, 2024
是否方便提供一下您实际运行的脚本内容，每个脚本的输出，以及您的datastore这个目录下面最终的文件有哪些？
- 您的运行步骤基本是正确的
- PLAC从通用MT模型和领域内数据出发，保存mt_preds，即模型的预测结果，还有key和val。这里需要特别注意，plac-knn-mt 不能 进行inference
- 用预测结果和val，可以计算出模型是否做对，即mt_known，并用key进行KNN检索，得到drop_index
- PLAC是用来裁剪一个 已有 的datastore的，所以除了需要drop_index，还需要与其对应的一个普通datastore（必须要有key！）才能创建新的、裁减过的datastore
- PLAC会顺便为新的datastore创建faiss_index
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Related Issues (20)
- missing 'transformer_wmt19_de_en' arch when I trying to reproduce the Adaptive-kNN HOT 6
- KeyError: 'keys' HOT 4
- 基础NMT模型fairseq版本冲突问题 HOT 18
- 推理训练数据与标签不一致 HOT 4
- 感谢您指出这个问题。我们经过对checkpoint文件的对比，确认了您提出的现象，您可以按照下面的示例代码，对checkpoint进行一个小的修改，以正常加载，而kNN-BOX的代码无需修改：
- 关于vanilla-knn-mt inference报错 HOT 1
- Question about multilingual experiments in kNN-BOX paper HOT 3
- 翻译错误：AssertionError: interactive mode, should have only one sentence HOT 1
- the blue-score always 0 HOT 5
- 关于运行速度的问题 HOT 3
- 关于计时的一个问题 HOT 3
- 关于RuntimeError: Error(s) in loading state_dict for VanillaKNNMT: HOT 1
- 您好，当我运行adaptive-knn-mt中的build_datasotre.sh时，报No moudle named'knnbox' HOT 12
- Multi-processing for huge datastore HOT 2
- FileNotFoundError: /home/demo/knn-box/knnbox/models HOT 1
- AssertionError: You should set pad mask first! 当我尝试运行bash build_datastore.sh HOT 4
- 运行vanilla-knn-mt-visual出错 HOT 9
- 运行adaptive knn-mt出错 HOT 2
- KeyError when load_faiss_index from a dumpped datastore
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