flexitok/bpe_ita_Latn_4000_v2

Byte-Level BPE Tokenizer: ita_Latn (4K)

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

Training Details

Parameter	Value
Algorithm	Byte-Level BPE
Language	ita_Latn
Target Vocab Size	4,000
Final Vocab Size	4,000
Pre-tokenizer	custom:ita_Latn
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_ita_Latn_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, ello, ,, Ġw, or, ld, !, Ġ, 12, 3, 45, ĠTh, is, Ġis, Ġa, Ġtest, ., Ġ, ã, ģ	43, 612, 15, 852, 250, 2636, 4, 179, 1261, 22, 3627, 2829, 296, 1610, 220, 2351, 17, 179, 161, 181