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Support for using tiktoken tokenizers #610

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merged 66 commits into from
Sep 21, 2023
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dakinggg
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@dakinggg dakinggg commented Sep 19, 2023

This PR adds support for tiktoken tokenizers via a huggingface compatible wrapper. It is possible that there are pieces of the wrapped implementation that are not perfect, but the unit test coverage should cover the main scenarios that we use.

The tokenizer can be loaded in a yaml via

tokenizer:
    name:
    kwargs:
        model_name: gpt-4
  • merge implementation with jeremy's previous PR

@dakinggg dakinggg marked this pull request as ready for review September 20, 2023 02:35
@mvpatel2000 mvpatel2000 self-requested a review September 20, 2023 20:52
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wait for #616 before merging this

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@irenedea irenedea left a comment

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LGTM, pending minor comments + pyright.import_or_skip() is skipping the tests on CI.

feel free to address in a follow up PR

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@abhi-mosaic abhi-mosaic left a comment

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Reviewed the tests carefully, and added some comments.

Also, do we need to add tiktoken as a dependency in setup.py?

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@abhi-mosaic tiktoken is added as an optional dep group already

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@dakinggg dakinggg enabled auto-merge (squash) September 20, 2023 23:57
@dakinggg dakinggg merged commit a8e8783 into mosaicml:main Sep 21, 2023
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@dakinggg dakinggg deleted the tiktoken branch October 11, 2023 23:05
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6 participants