Module bastionlab.tokenizers.remote_tokenizers
Classes
RemoteTokenizer()
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Represents a tokenizer on the server.
Instance variables
decoder
:model
:normalizer
:padding
:post_processor
:pre_tokenizer
:truncation
:Methods
enable_padding(_self, *args, **kwargs)
:enable_truncation(_self, *args, **kwargs)
:encode(self, rdf:ย RemoteLazyFrame, add_special_tokens:ย boolย =ย True) โ> Tuple[bastionlab.polars.RemoteArray,ย bastionlab.polars.RemoteArray]
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Encodes a RemoteLazyFrame as tokenized RemoteArray.
Args: rdf: RemoteLazyFrame The RemoteDataframe containing string sequences to be tokenized. add_special_tokens: bool Whether to add the special tokens
Returns: Tuple[RemoteArray, RemoteArray] Returns a tuple of the tokenized entries (first RemoteArray contains input_ids and the other, attention_mask)
get_vocab(_self, *args, **kwargs)
:get_vocab_size(_self, *args, **kwargs)
:no_padding(_self, *args, **kwargs)
: