Incompatibility with Transformers > 4.32.0

#4
by ysuz - opened

Hello, I would like to report an unintended behavior that I have encountered.

Summary:

In environments with transformers > 4.32.0, loading a Tokenizer results in an AttributeError: 'PlamoTokenizer' object has no attribute 'sp_model'. I have confirmed this issue in an environment with transformers 4.34.0, tokenizers 0.14.0, and sentencepiece 0.1.99. It is unclear whether this issue originates from the transformers library or from other dependent packages.

from transformers import AutoTokenizer, AutoModelForCausalLM
tokenizer = AutoTokenizer.from_pretrained("pfnet/plamo-13b", trust_remote_code=True) # raise error
# model = AutoModelForCausalLM.from_pretrained("pfnet/plamo-13b", trust_remote_code=True)

Strangely enough, text generation works without any errors with transformers version 4.34.0 when using the pipeline.

import transformers
pipeline = transformers.pipeline("text-generation", model="pfnet/plamo-13b", trust_remote_code=True)
print(pipeline("The future of artificial intelligence technology is ", max_new_tokens=32))

Workaround:

pip install transformers==4.32.0

Preferred Networks, Inc. org

Thank you for bringing this issue to our attention. We have confirmed the problem and are currently working on a fix in tokenization_plamo.py. We appreciate your patience as we work towards resolving the issue.

We have updated. Thank you for your report!

dhigurashi changed discussion status to closed

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