flexitok/bpe_arb_Arab_4000_v2

Byte-Level BPE Tokenizer: arb_Arab (4K)

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	4,000
Final Vocab Size	4,000
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_4000_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, w, or, l, d, !, Ġ, 12, 3, 45, Ġ, T, h, is, Ġ, is	43, 3814, 82, 15, 178, 90, 691, 79, 71, 4, 178, 1214, 22, 3735, 178, 55, 75, 855, 178, 855