Error in loading one of the pretrained model from Sentence-Transformers

[SarangShaikh201]

I am trying to load below pre-trained model from Sentence-Transformers in the Embedding function of txtai

xlm-r-100langs-bert-base-nli-stsb-mean-tokens:

But i am getting not found error.

Regards,

[davidmezzetti]

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.

[SarangShaikh201]

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

[davidmezzetti]

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

[SarangShaikh201]

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

Regards,