flexitok/bpe_arb_Arab_32000_v2

Byte-Level BPE Tokenizer: arb_Arab (32K)

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

Training Details

Parameter	Value
Algorithm	Byte-Level BPE
Language	arb_Arab
Target Vocab Size	32,000
Final Vocab Size	32,000
Pre-tokenizer	custom:arb_Arab
Number handling	individual
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_arb_Arab_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, ell, o, ,, Ġ, world, !, Ġ, 1, 2, 3, 4, 5, Ġ, This, Ġ, is, Ġ, a, Ġ	43, 3526, 82, 15, 178, 19355, 4, 178, 20, 21, 22, 23, 24, 178, 11593, 178, 818, 178, 68, 178