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flexitok/
bpe_ltr_deu_Latn_8000_v2

Name: bpe_ltr_deu_Latn_8000_v2
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Byte-Level BPE Tokenizer: deu_Latn (8K)

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

Training Details

Parameter	Value
Algorithm	Byte-Level BPE
Language	`deu_Latn`
Target Vocab Size	8,000
Final Vocab Size	9,001
Pre-tokenizer	custom:deu_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_deu_Latn_8000_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, ,, Ġwor, ld, !, Ġ, 123, 45, ĠTh, is, Ġis, Ġa, Ġte, st, ., Ġ, ãģ, ĵ`	`42, 388, 81, 14, 4901, 4930, 3, 223, 8026, 3652, 1124, 342, 1847, 274, 1682, 266, 16, 223, 3029, 244`