license: cc-by-4.0
tags:
- translation
- marian
- windyword
- german
language:
- de
- kg
library_name: transformers
pipeline_tag: translation
WindyWord.ai Translation — German → kg
Translates German → kg.
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: 52.5 / 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):
from transformers import MarianMTModel, MarianTokenizer
tokenizer = MarianTokenizer.from_pretrained("WindyWord/translate-de-kg", subfolder="lora")
model = MarianMTModel.from_pretrained("WindyWord/translate-de-kg", subfolder="lora")
CTranslate2 (fast CPU inference):
import ctranslate2
translator = ctranslate2.Translator("path/to/translate-de-kg/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-de-kg) 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