flexitok/bpe_ltr_pol_Latn_32000_v2

Byte-Level BPE Tokenizer: pol_Latn (32K)

A Byte-Level BPE tokenizer trained on pol_Latn data from Fineweb-2-HQ.

Training Details

Parameter	Value
Algorithm	Byte-Level BPE
Language	pol_Latn
Target Vocab Size	32,000
Final Vocab Size	32,862
Pre-tokenizer	custom:pol_Latn
Number handling	ltr_3digit
Contraction handling	True
Normalizer	NFC
Special Tokens	<s>, </s>, <pad>, <unk>
Training Shards	2

Usage

from transformers import AutoTokenizer

tokenizer = AutoTokenizer.from_pretrained("flexitok/bpe_ltr_pol_Latn_32000_v2")
tokens = tokenizer.encode("Hello, world!")

Files

• tokenizer.json — Full HuggingFace tokenizer
• vocab.json — Vocabulary mapping
• merges.txt — BPE merge rules

Sample Encoding

Text	Tokens	Token IDs
Hello, world! 12345 This is a test. こんにちは	H, el, lo, ,, Ġworld, !, Ġ, 123, 45, ĠThis, Ġis, Ġa, Ġtest, ., Ġ, ãģ, ĵ, ãĤ, ĵ, ãģ	42, 743, 384, 14, 25444, 3, 223, 17158, 4052, 20698, 2598, 310, 4389, 16, 223, 9413, 244, 16686, 244, 9413