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mT5-small-ITN-uk
Mikhailo/mT5-small-ITN-uk
mT5-small-ITN-uk is a machine learning model from Mikhailo. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
Inverse Text Normalization model for Ukrainian, fine-tuned from google/mt5-small.
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At a glance
- License
- apache-2.0
- Model type
- mt5
- Access
- Public
- Created
- Jun 5, 2026
- Updated
- Jul 1, 2026
- SHA
- f64f79de
Model card
From the Hugging Face model README
mT5-small ITN Ukrainian
Inverse Text Normalization model for Ukrainian, fine-tuned from google/mt5-small.
For fast CPU inference, use the CTranslate2 version: Mikhailo/mT5-small-ITN-uk-ct2
Usage
from transformers import MT5ForConditionalGeneration, AutoTokenizer
import torch
tok = AutoTokenizer.from_pretrained("Mikhailo/mT5-small-ITN-uk")
model = MT5ForConditionalGeneration.from_pretrained("Mikhailo/mT5-small-ITN-uk").eval()
def itn(text):
inp = tok(text, return_tensors="pt")
with torch.no_grad():
out = model.generate(**inp, max_new_tokens=140, num_beams=4)
return tok.decode(out[0], skip_special_tokens=True)
print(itn("сорок два відсотки населення")) # → 42% населення
print(itn("пʼятнадцять доларів і двадцять центів")) # → $15.20
Training
- Base:
google/mt5-small - Dataset:
Mikhailo/ubertext-itn-uk(~889k pairs) - Steps: 50000, batch 48, lr 5e-4, bf16
- Type
- mt5
- License
- apache-2.0
- Languages
- uk
- Created
- Jun 5, 2026
- Updated
- Jul 1, 2026