WindyWord.ai Translation — Germanic → Germanic
Translates Germanic (English, German, Dutch, Swedish, Danish, Norwegian) → Germanic (English, German, Dutch, Swedish, Danish, Norwegian).
Quality Rating: ⭐⭐½ (2.5★ Basic)
Part of the
WindyWord.ai translation fleet — 1,800+ proprietary language pairs.
Quality & Pricing Tier
- 5-star rating: 2.5★ ⭐⭐½
- Tier: Basic
- Composite score: 52.3 / 100
- Rated via: Grand Rounds v2 — an 8-test stress battery (paragraphs, multi-paragraph, native input, domain stress, edge cases, round-trip fidelity, speed, and consistency checks)
Available Variants
This repository contains multiple deployment formats. Pick the one that matches your use case:
| Variant | Description |
|---|
lora/ | WindyStandard — our proprietary production baseline. Stable, reliable, optimized for GPU inference. |
lora-ct2-int8/ | WindyStandard · CPU INT8 — CTranslate2 quantized version of WindyStandard. ~25% of the size, 2–4× faster on CPU, no measurable quality loss. |
Quick usage
Transformers (PyTorch):
1from transformers import MarianMTModel, MarianTokenizer
2tokenizer = MarianTokenizer.from_pretrained("WindyWord/translate-gem-gem", subfolder="lora")
3model = MarianMTModel.from_pretrained("WindyWord/translate-gem-gem", subfolder="lora")
CTranslate2 (fast CPU inference):
1import ctranslate2
2translator = ctranslate2.Translator("path/to/translate-gem-gem/lora-ct2-int8")
Commercial Use
The WindyWord.ai platform provides:
- Mobile apps (iOS, Android — coming soon)
- Real-time voice-to-text-to-translation pipeline
- API access with premium model quality
- Offline deployment support
Visit
windyword.ai for apps and commercial API access.
Provenance & License
Weights derived from the OPUS-MT project (
Helsinki-NLP/opus-mt-gem-gem) under CC-BY-4.0. WindyStandard, WindyEnhanced, and WindyScripture variants are proprietary to WindyWord.ai, independently trained and quality-certified via our Grand Rounds v2 test battery.
Licensed CC-BY-4.0 — attribution preserved as required.
Certified by Opus 4.6 Opus-Claw (Dr. C) on Veron-1 (RTX 5090).
Patient file: clinic record 
