Refresh README with updated variant naming and language labels

README.md

@@ -3,7 +3,6 @@ license: cc-by-4.0
 tags:
 - translation
 - marian
-- opus-mt
 - windyword
 language:
 - cpp
@@ -11,7 +10,7 @@ library_name: transformers
 pipeline_tag: translation
 ---
 
-# WindyWord.ai Translation — cpp → cpp
+# WindyWord.ai Translation — Portuguese-based Creole → Portuguese-based Creole
 
 **Quality Rating: ⭐⭐½  (2.5★ Basic)**
 
@@ -30,8 +29,8 @@ This repository contains multiple deployment formats. Pick the one that matches
 
 | Variant | Description |
 |---|---|
-| `lora/` | Proprietary fog-of-mirror fork. Safe baseline, quality ≈ Helsinki-NLP original. |
-| `lora-ct2-int8/` | CT2 INT8 quantized lora. ~25% of size, 2-4× faster CPU inference, no quality loss. |
+| `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
 
@@ -48,15 +47,6 @@ import ctranslate2
 translator = ctranslate2.Translator("path/to/translate-cpp-cpp/lora-ct2-int8")
 ```
 
-## Attribution
-
-Derived from [Helsinki-NLP/opus-mt-cpp-cpp](https://huggingface.co/Helsinki-NLP/opus-mt-cpp-cpp) (Helsinki-NLP OPUS-MT project, CC-BY-4.0).
-
-Proprietary variants created by the WindyWord.ai team:
-- **lora/**: Fog-of-mirror LoRA fine-tune (r=4, α=8) — legally distinct, quality-preserved
-- **herm0/**: OPUS-100/Tatoeba/WikiMatrix deep fine-tune (if available) — measurably improved
-- **herm0-scripture/**: eBible verse-aligned fine-tune (for 292 scripture pairs)
-
 ## Commercial Use
 
 The WindyWord.ai platform provides:
@@ -67,10 +57,13 @@ The WindyWord.ai platform provides:
 
 Visit [windyword.ai](https://windyword.ai) for apps and commercial API access.
 
-## License
+---
 
-CC-BY-4.0, inherited from upstream Helsinki-NLP. Attribution required.
+## Provenance & License
 
----
-*Certified by Opus 4.6 Opus-Claw (Dr. C) via WindyWord.ai quality assurance pipeline.*
+Weights derived from the OPUS-MT project ([Helsinki-NLP/opus-mt-cpp-cpp](https://huggingface.co/Helsinki-NLP/opus-mt-cpp-cpp)) 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/cpp-cpp.json)*