Load local tokenizer

[jordane95]

Due to some network issues, I need to first download and load the tokenizer from local path. But the current tokenizer only supports identifier-based loading from hf. Is it possible to add a local load from path function like AutoTokenizer in transformers lib?

[guipenedo]

if you replace Tokenizer.from_pretrained with Tokenizer.from_file in the source does it work or is the tokenizer not in the right format? If it works I can add a check to see if the tokenizer name is a valid path and if so load using from_file in that case

[jordane95]

Yeah, I'm currently using from_file and it works fine

[guipenedo]

I will add a check then. Are you passing the path to the folder or to the json file directly?

[jordane95]

json file

[jordane95]

Also maybe we should add option for BPE tokenizer in MinhashDedup?

[guipenedo]

Also maybe we should add option for BPE tokenizer in MinhashDedup?

you mean instead of word_tokenize?

[jordane95]

Also maybe we should add option for BPE tokenizer in MinhashDedup?

you mean instead of word_tokenize?

Yeah, maybe we could support both by changing the function a bit?

[jordane95]

Could we use AutoTokenizer from transformers for this? It would be much more flexible than using the raw tokenizers class.

[guipenedo]

I would really like to avoid the dependency on transformers just for this, which is a big lib. I'll make a PR with the Tokenizer.from_file change

[guipenedo]

Take a look at the linked PR