deepspeedai / deepspeedai/DeepSpeedExamples
[QUESTION] Why Change Special Tokens ID After Training DeepSpeedChat
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Description
Hello again, I wish you good work.
My question is, this is the special tokens id for load_hf_tokenizer, which is the first version of our model (OPT-1.3b etc). As follows :
{'bos_token': '</s>',
'eos_token': '</s>',
'unk_token': '</s>',
'pad_token': '</s>'}
But when we call tokenizer with load_hf_tokenizer after training, the special tokens id changes. As follows :
{'bos_token': '<|endoftext|>',
'eos_token': '<|endoftext|>',
'unk_token': '<|endoftext|>',
'pad_token': '<|endoftext|>'}
What is the reason for this change? I would be glad if you could help me, I wish you good work.
@HeyangQin @awan-10 @yaozhewei
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Research direction
Start by tracing how load_hf_tokenizer is configured before and after DeepSpeedChat training, using the OPT-1.3b tokenizer values shown in the issue. Compare the saved tokenizer configuration and explain why the special tokens change from to <|endoftext|>.
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- python
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- machine-learning
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