flexitok/bpe_ltr_hun_Latn_8000_v2

Byte-Level BPE Tokenizer: hun_Latn (8K)

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

Training Details

Parameter	Value
Algorithm	Byte-Level BPE
Language	hun_Latn
Target Vocab Size	8,000
Final Vocab Size	8,985
Pre-tokenizer	custom:hun_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_hun_Latn_8000_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, ell, o, ,, Ġw, orl, d, !, Ġ, 123, 45, ĠTh, is, Ġis, Ġa, Ġtest, ., Ġ, ã, ģ	42, 381, 81, 14, 1114, 6100, 70, 3, 223, 8975, 2699, 3563, 301, 363, 261, 860, 16, 223, 162, 226