README.md

metadata

license: mit
language:
  - und
tags:
  - tokenizer
  - bpe
  - flexitok
  - fineweb2

Byte-Level BPE Tokenizer: numeric (10K)

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

Training Details

Parameter	Value
Algorithm	Byte-Level BPE
Language	numeric
Target Vocab Size	10,007
Final Vocab Size	1,027
Pre-tokenizer	byte_level
Number handling	ltr_5digit
Contraction handling	False
Normalizer	NONE
Special Tokens	<s>, </s>, <pad>, <unk>
Training Shards	1

Usage

from transformers import AutoTokenizer

tokenizer = AutoTokenizer.from_pretrained("None")
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
12345009 mod 67	12, 34, 50, 09, , mod, , 67	18, 35, 47, 116, 6, 4, 6, 53