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flexitok/
bpe_ltr_ita_Latn_1000_v2

Name: bpe_ltr_ita_Latn_1000_v2
Availability: InStock

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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

python

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`