# loaders.tokenizer

`loaders.tokenizer`

Tokenizer loading functionality and associated utils

## Functions

Name | Description
--- | ---
load_tokenizer | Load and configure the tokenizer based on the provided config.
modify_tokenizer_files | Modify tokenizer files to replace added_tokens strings, save to output directory,

### load_tokenizer

    loaders.tokenizer.load_tokenizer(cfg)

Load and configure the tokenizer based on the provided config.

### modify_tokenizer_files

    loaders.tokenizer.modify_tokenizer_files(
        tokenizer_path,
        token_mappings,
        output_dir,
    )

Modify tokenizer files to replace added_tokens strings, save to output directory, and return the path to the modified tokenizer.

This only works with reserved tokens that were added to the tokenizer, not tokens already part of the vocab.

#### Parameters

Name | Type | Description | Default
--- | --- | --- | ---
tokenizer_path | str | Path or name of the original tokenizer | required
token_mappings | dict[int, str] | Dict mapping {token_id (int): new_token_string} | required
output_dir | str | Directory to save the modified tokenizer | required

#### Returns

Name | Type | Description
--- | --- | ---
| str | Path to the modified tokenizer directory

Ref: https://github.com/huggingface/transformers/issues/27974#issuecomment-1854188941