为什么HF_TASKS_AUTO不能从fastai中识别？

Question

这是我做的PIP安装

!pip install ohmeow-blurr==0.0.6
!pip install datasets==1.3.0 -qq
!pip install fsspec==2021.7.0

这是我做过的库导入

import ast
import torch
from fastai.text.all import *
from transformers import *
from blurr.data.all import *
from blurr.modeling.all import *

我试过使用fastai2，但这是我得到的错误

RuntimeError                              Traceback (most recent call last)
Input In [16], in <cell line: 3>()
      1 import ast
      2 import torch
----> 3 from fastai2.text.all import *
      4 from transformers import *
      8 from blurr.data.all import *

File ~\anaconda3\lib\site-packages\fastai2\text\all.py:1, in <module>
----> 1 from ..basics import *
      2 from ..callback.all import *
      3 from .core import *

File ~\anaconda3\lib\site-packages\fastai2\basics.py:1, in <module>
----> 1 from .data.all import *
      2 from .optimizer import *
      3 from .callback.core import *

File ~\anaconda3\lib\site-packages\fastai2\data\all.py:1, in <module>
----> 1 from ..torch_basics import *
      2 from .core import *
      3 from .load import *

File ~\anaconda3\lib\site-packages\fastai2\torch_basics.py:4, in <module>
      2 from .imports import *
      3 from .torch_imports import *
----> 4 from .torch_core import *
      5 from .layers import *

File ~\anaconda3\lib\site-packages\fastai2\torch_core.py:312, in <module>
    309         if isinstance(f, (MethodWrapperType, BuiltinFunctionType, BuiltinMethodType, MethodType, FunctionType)):
    310             setattr(TensorBase, fn, get_f(fn))
--> 312 _patch_tb()
    314 # Cell
    315 class TensorCategory(TensorBase): pass

File ~\anaconda3\lib\site-packages\fastai2\torch_core.py:308, in _patch_tb()
    306 for fn in dir(t):
    307     if fn in skips: continue
--> 308     f = getattr(t, fn)
    309     if isinstance(f, (MethodWrapperType, BuiltinFunctionType, BuiltinMethodType, MethodType, FunctionType)):
    310         setattr(TensorBase, fn, get_f(fn))

RuntimeError: tensor.H is only supported on matrices (2-D tensors). Got 1-D tensor.

这是我想要添加的任务，但不知怎么的，我无法

task = HF_TASKS_AUTO.TokenClassification

这是我从上面的代码中得到的错误

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Answer 1

API必须更新才能在kaggle上工作..。您应该能够简单地使用来自utils模块的utils ..。

from blurr.text.utils import get_hf_objects

hf_arch, hf_config, hf_tokenizer, hf_model = get_hf_objects(
    "microsoft/deberta-v3-small",
    model_cls=AutoModelForSequenceClassification
)