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@@ -21,9 +21,7 @@ Base version of e5-v2 finetunned on an annotated subset of C4 (Numind/C4_sentime
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  Below is an example to encode text and get embedding.
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  ```python
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- import torch.nn.functional as F
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-
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- from torch import Tensor
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  from transformers import AutoTokenizer, AutoModel
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  Below is an example to encode text and get embedding.
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  ```python
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+ import torch
 
 
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  from transformers import AutoTokenizer, AutoModel
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