flexitok/bpe_ltr_ita_Latn_1000_v2

Byte-Level BPE Tokenizer: ita_Latn (1K)

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	1,000
Final Vocab Size	2,094
Pre-tokenizer	custom:ita_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_ita_Latn_1000_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, l, d, !, Ġ, 123, 45, ĠT, h, is, Ġi, s, Ġa, Ġte, st, .	42, 656, 14, 897, 295, 78, 70, 3, 223, 1049, 1199, 458, 74, 341, 284, 85, 265, 445, 561, 16