File size: 2,525 Bytes
3102c2d 90234ec 3102c2d 5da4beb 3102c2d 90234ec 3102c2d 5da4beb 3102c2d 5da4beb 3102c2d 5da4beb 3102c2d 5da4beb 3102c2d 5da4beb 3102c2d 5da4beb 3102c2d | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 | ---
license: cc-by-4.0
tags:
- translation
- marian
- windyword
- esperanto
- czech
language:
- eo
- cs
library_name: transformers
pipeline_tag: translation
---
# WindyWord.ai Translation — Esperanto → Czech
**Translates Esperanto → Czech.**
**Quality Rating: ⭐⭐⭐⭐⭐ (5.0★ Gold standard)**
Part of the [WindyWord.ai](https://windyword.ai) translation fleet — 1,800+ proprietary language pairs.
## Quality & Pricing Tier
- **5-star rating:** 5.0★ ⭐⭐⭐⭐⭐
- **Tier:** Gold standard
- **Composite score:** ? / 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 |
|---|---|
| `herm0/` | **WindyEnhanced** — deep fine-tuned on OPUS-100, Tatoeba, and WikiMatrix parallel corpora. Measurably higher translation quality on supported pairs. |
| `herm0-ct2-int8/` | **WindyEnhanced · CPU INT8** — CTranslate2 quantized WindyEnhanced. Premium quality, CPU-efficient. |
### Quick usage
**Transformers (PyTorch):**
```python
from transformers import MarianMTModel, MarianTokenizer
tokenizer = MarianTokenizer.from_pretrained("WindyWord/translate-eo-cs", subfolder="herm0")
model = MarianMTModel.from_pretrained("WindyWord/translate-eo-cs", subfolder="herm0")
```
**CTranslate2 (fast CPU inference):**
```python
import ctranslate2
translator = ctranslate2.Translator("path/to/translate-eo-cs/herm0-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](https://windyword.ai) for apps and commercial API access.
---
## Provenance & License
Weights derived from the OPUS-MT project ([Helsinki-NLP/opus-mt-eo-cs](https://huggingface.co/Helsinki-NLP/opus-mt-eo-cs)) 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](https://github.com/sneakyfree/Windy-Clinic/blob/main/translation-pairs/eo-cs.json)*
|