WindyWord/translate-cs-en

WindyWord.ai Translation — Czech → English

Part of the Windstorm Labs open model catalogue. Scores, licence and attribution for every model: https://windytranslate.com/models/translate-cs-en

Canonical copy: https://huggingface.co/WindyTranslate/translate-cs-en

Licence under review: trained on the eBible corpus, which includes translations under non-commercial / no-derivatives terms. Not for commercial use until this notice is removed.

This applies to the WindyScripture variants in this repository (herm0-scripture/, scripture-ct2-int8/). The other variants are derived from the upstream model under its licence, shown in the Provenance & License section below.

Translates Czech → English.

Quality

No quality score is published in this repository. Current screening scores, where measured, are on the catalogue page linked above.

Available Variants

Deployment formats in this repository (subfolders):

Variant	Description
lora/	WindyStandard — production baseline. Transformers format for GPU inference.
lora-ct2-int8/	WindyStandard · CPU INT8 — CTranslate2 INT8 quantization of WindyStandard for CPU inference.
herm0-scripture/	WindyScripture — verse-aligned fine-tune on the eBible parallel corpus. Specialised for biblical text; not recommended for general translation. Licence under review — see notice above.
scripture-ct2-int8/	WindyScripture · CPU INT8 — CTranslate2 INT8 quantization of WindyScripture. Licence under review — see notice above.

Quick usage

Transformers (PyTorch):

from transformers import MarianMTModel, MarianTokenizer
tokenizer = MarianTokenizer.from_pretrained("WindyWord/translate-cs-en", subfolder="lora")
model = MarianMTModel.from_pretrained("WindyWord/translate-cs-en", subfolder="lora")

CTranslate2 (fast CPU inference):

import ctranslate2
translator = ctranslate2.Translator("path/to/translate-cs-en/lora-ct2-int8")

Apps

The Windy Word apps are built on this model family.

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Provenance & License

Weights derived from Helsinki-NLP/opus-mt-cs-en (OPUS-MT, Helsinki-NLP, University of Helsinki), licensed Apache-2.0. Windy variants are released under the same licence.

Exception: the WindyScripture variants (herm0-scripture/, scripture-ct2-int8/) are under licence review — see the notice at the top of this card. Not for commercial use until that notice is removed.

Licence text: LICENSE. Attribution: NOTICE.md.