SentencePieceTokenizer.Create Method
Definition
Important
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Creates an instance of SentencePieceTokenizer. The model stream should contain a SentencePiece model as specified in the following documentation: https://github.com/google/sentencepiece/blob/master/src/sentencepiece_model.proto.
public static Microsoft.ML.Tokenizers.SentencePieceTokenizer Create(System.IO.Stream modelStream, bool addBeginOfSentence = true, bool addEndOfSentence = false, System.Collections.Generic.IReadOnlyDictionary<string,int>? specialTokens = default);static member Create : System.IO.Stream * bool * bool * System.Collections.Generic.IReadOnlyDictionary<string, int> -> Microsoft.ML.Tokenizers.SentencePieceTokenizerPublic Shared Function Create (modelStream As Stream, Optional addBeginOfSentence As Boolean = true, Optional addEndOfSentence As Boolean = false, Optional specialTokens As IReadOnlyDictionary(Of String, Integer) = Nothing) As SentencePieceTokenizerParameters
- modelStream
- Stream
The stream containing the SentencePiece Bpe or Unigram model.
- addBeginOfSentence
- Boolean
Indicate emitting the beginning of sentence token during the encoding.
- addEndOfSentence
- Boolean
Indicate emitting the end of sentence token during the encoding.
- specialTokens
- IReadOnlyDictionary<String,Int32>
The additional tokens to add to the vocabulary.
Returns
Remarks
When creating the tokenizer, ensure that the vocabulary stream is sourced from a trusted provider.