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SarangShaikh201 avatar SarangShaikh201 commented on July 29, 2024 1

yes you are right. I did it already. So, it's started working... now going ahead for searching.

Regards,

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davidmezzetti avatar davidmezzetti commented on July 29, 2024

It looks like that model isn't stored on Hugging Face's model hub yet. txtai only supports models there or local models.

You can run the following to pull the model locally

wget https://public.ukp.informatik.tu-darmstadt.de/reimers/sentence-transformers/v0.2/xlm-r-100langs-bert-base-nli-stsb-mean-tokens.zip
unzip xlm-r-100langs-bert-base-nli-stsb-mean-tokens.zip -d xlm-r-100langs-bert-base-nli-stsb-mean-tokens

Then use xlm-r-100langs-bert-base-nli-stsb-mean-tokens as the path when creating the Embeddings instance.

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SarangShaikh201 avatar SarangShaikh201 commented on July 29, 2024

Hello,

thankyou for the reply

I tried with your solution. but now I am getting below error while loading the local model

OSError: Error no file named ['pytorch_model.bin', 'tf_model.h5', 'model.ckpt.index'] found in directory /content/model/xlm-r-100langs-bert-base-nli-stsb-mean-tokens or from_tf set to False

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davidmezzetti avatar davidmezzetti commented on July 29, 2024

How about the path /content/model/xlm-r-100langs-bert-base-nli-stsb-mean-tokens/0_Transformer

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