# GPT2TokenizerFast tokenzied output

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**Category:** Beginners\
**Created:** [December 29, 2023, 9:25pm UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fgpt2tokenizerfast-tokenzied-output%2F67424 "2023-12-29T21:25:12Z")\
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**Author:** ![matthewchung74](https://sea2.discourse-cdn.com/hellohellohello/user_avatar/discuss.huggingface.co/matthewchung74/32/15244_2.png) [@matthewchung74](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2Fmatthewchung74)%5C
**Post date:** [December 29, 2023, 9:25pm UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fgpt2tokenizerfast-tokenzied-output%2F67424%2F1 "2023-12-29T21:25:12Z")

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When using the gpt2 tokenizer, I get output where each word starts with the Ġ. I’m not sure what the Ġ is? Any suggestions?

```auto
from transformers import GPT2TokenizerFast
tokenizer = GPT2TokenizerFast.from_pretrained('gpt2', add_prefix_space=True)
inputs = tokenizer("today is a nice day")
inputs.tokens()

```

```auto
['Ġtoday', 'Ġis', 'Ġa', 'Ġnice', 'Ġday']

```