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Grapheme Pair Encoding Tokenizer for Sinhala Language

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Project description

Installation

pip install gpe-tokenizer

Basic Usage

from gpe_tokenizer import SinhalaGPETokenizer

Model Compatibility

For BERT

tokenizer = SinhalaGPETokenizer(model='bert')

For llama

tokenizer = SinhalaGPETokenizer(model='llama')

For GPT

tokenizer = SinhalaGPETokenizer(model='gpt')

Tokenize

tokenizer.tokenize(text)

Tokenizer Training Details

Corpus Size: 10 Million Sentences

Vocab Size: 32000

Training Time: 13H 29M

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