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flexitok/
bpe_ltr_ita_Latn_16000_v2

Name: bpe_ltr_ita_Latn_16000_v2
Availability: InStock

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Byte-Level BPE Tokenizer: ita_Latn (16K)

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	16,000
Final Vocab Size	16,946
Pre-tokenizer	custom:ita_Latn
Number handling	ltr_3digit
Contraction handling	True
Normalizer	NFC
Special Tokens	`<s>`, `</s>`, `<pad>`, `<unk>`
Training Shards	2

Usage

python

from transformers import AutoTokenizer

tokenizer = AutoTokenizer.from_pretrained("flexitok/bpe_ltr_ita_Latn_16000_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, orld, !, Ġ, 123, 45, ĠTh, is, Ġis, Ġa, Ġtest, ., Ġ, ãģ, ĵ, ãĤ, ĵ`	`42, 656, 14, 897, 4905, 3, 223, 16799, 3956, 2871, 341, 1655, 265, 2393, 16, 223, 6592, 244, 11054, 244`