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convert_to_numpy=True not working with output_value="token_embeddings"; returns torch.Tensor type #3185

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bhavnicksm opened this issue Jan 22, 2025 · 1 comment
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convert_to_numpy=True not working with output_value="token_embeddings"; returns torch.Tensor type #3185

bhavnicksm opened this issue Jan 22, 2025 · 1 comment

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@bhavnicksm
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bhavnicksm commented Jan 22, 2025 •
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Hey ST Team! 👋

I was trying to get the "token_embeddings" from a bge-base-en-v1.5 model, and converting it to numpy.ndarray but it was not functioning as expected.

Have a look at the screenshot below 👇

Image

As a workaround, I was using .cpu().numpy() which was working.

Env:

sentence-transformers              3.3.1

Thanks! 😊
@bhavnicksm bhavnicksm changed the title convert_to_numpy=True not working with output_as="token_embeddings"; returns torch.Tensor type convert_to_numpy=True not working with output_value="token_embeddings"; returns torch.Tensor type Jan 22, 2025
@bhavnicksm
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bhavnicksm commented Jan 22, 2025 •
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The issue probably lies at this line

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bhavnicksm added a commit to bhavnicksm/sentence-transformers that referenced this issue Jan 22, 2025
@bhavnicksm
fix UKPLab#3185: convert_to_numpy should be supported for token_embed…
42c2234 
…dings
bhavnicksm added a commit to bhavnicksm/sentence-transformers that referenced this issue Jan 22, 2025
@bhavnicksm
fix UKPLab#3185: shift embeddings to cpu first
616fcbe
@bhavnicksm bhavnicksm mentioned this issue Jan 22, 2025
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