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enijkamp avatar enijkamp commented on May 3, 2024 1

Thanks for pointing this out.

The correct eos token is tokenizer.eos_token_id == 50256.

We will fix the model configuration files.

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rooa avatar rooa commented on May 3, 2024 1

@xingyaoww Model configs are updated:

In [1]: from transformers import AutoTokenizer, AutoModelForCausalLM
   ...: tokenizer = AutoTokenizer.from_pretrained("Salesforce/codegen-350M-mono")
   ...: model = AutoModelForCausalLM.from_pretrained("Salesforce/codegen-350M-mono")
   ...:
   ...: print(model.config.eos_token_id)
   ...: print(tokenizer.eos_token_id)
Downloading config.json: 100%|██████████████████████████████████████████████████████|
50256
50256

Thanks again for point this out!

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amd-1221 avatar amd-1221 commented on May 3, 2024

@enijkamp , if Eos token id is changed, accuracy on eval dataset will also get impacted, If true then what about paper mentioned accuracy on human eval dataset?

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enijkamp avatar enijkamp commented on May 3, 2024

For the HumanEval benchmark execution, the tokenizer is instantiated explicitly, so that the model configuration file has no effect. See,

def create_custom_gpt2_tokenizer():

Thank you for the consideration!

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