bytepiece-rs Python binding
Project description
rs-bytepiece
Install
pip install rs_bytepiece
Usage
from rs_bytepiece import Tokenizer
tokenizer = Tokenizer()
# a custom model
tokenizer = Tokenizer("/path/to/model")
ids = tokenizer.encode("今天天气不错")
text = tokenizer.decode(ids)
Performance
The performance is a bit faster than the original implementation. I've tested (on my M2 16G) the《鲁迅全集》which has 625890 chars. The time unit is millisecond.
| length | jieba | aho_py | aho_cy | aho_rs |
|---|---|---|---|---|
| 100 | 17062.12 | 1404.37 | 564.31 | 112.94 |
| 1000 | 17104.38 | 1424.6 | 573.32 | 113.18 |
| 10000 | 17432.58 | 1429.0 | 574.93 | 110.03 |
| 100000 | 17228.17 | 1401.01 | 574.5 | 110.44 |
| 625890 | 17305.95 | 1419.79 | 567.78 | 108.54 |
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