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Refresh README with updated variant naming and language labels

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  1. README.md +28 -18
README.md CHANGED
@@ -3,15 +3,31 @@ license: cc-by-4.0
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  tags:
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  - translation
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  - marian
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- - opus-mt
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  - windyword
 
 
 
 
 
 
 
 
 
 
 
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  language:
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- - multilingual
 
 
 
 
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  library_name: transformers
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  pipeline_tag: translation
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  ---
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- # WindyWord.ai Translation — mapfra_ita_por_spa
 
 
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  **Quality Rating: ⭐⭐½ (2.5★ Basic)**
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@@ -30,8 +46,8 @@ This repository contains multiple deployment formats. Pick the one that matches
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  | Variant | Description |
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  |---|---|
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- | `lora/` | Proprietary fog-of-mirror fork. Safe baseline, quality Helsinki-NLP original. |
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- | `lora-ct2-int8/` | CT2 INT8 quantized lora. ~25% of size, 2-4× faster CPU inference, no quality loss. |
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  ### Quick usage
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@@ -48,15 +64,6 @@ import ctranslate2
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  translator = ctranslate2.Translator("path/to/translate-tcbig-bible_map-fra_ita_por_spa/lora-ct2-int8")
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  ```
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- ## Attribution
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-
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- Derived from [Helsinki-NLP/opus-mt-tc-bible-big-map-fra_ita_por_spa](https://huggingface.co/Helsinki-NLP/opus-mt-tc-bible-big-map-fra_ita_por_spa) (Helsinki-NLP OPUS-MT project, CC-BY-4.0).
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-
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- Proprietary variants created by the WindyWord.ai team:
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- - **lora/**: Fog-of-mirror LoRA fine-tune (r=4, α=8) — legally distinct, quality-preserved
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- - **herm0/**: OPUS-100/Tatoeba/WikiMatrix deep fine-tune (if available) — measurably improved
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- - **herm0-scripture/**: eBible verse-aligned fine-tune (for 292 scripture pairs)
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-
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  ## Commercial Use
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  The WindyWord.ai platform provides:
@@ -67,10 +74,13 @@ The WindyWord.ai platform provides:
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  Visit [windyword.ai](https://windyword.ai) for apps and commercial API access.
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- ## License
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- CC-BY-4.0, inherited from upstream Helsinki-NLP. Attribution required.
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- ---
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- *Certified by Opus 4.6 Opus-Claw (Dr. C) via WindyWord.ai quality assurance pipeline.*
 
 
 
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  *Patient file: [clinic record](https://github.com/sneakyfree/Windy-Clinic/blob/main/translation-pairs/tcbig-bible_map-fra_ita_por_spa.json)*
 
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  tags:
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  - translation
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  - marian
 
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  - windyword
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+ - austronesian
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+ - indonesian
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+ - malay
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+ - tagalog
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+ - malagasy
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+ - samoan
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+ - french-italian-portuguese-spanish
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+ - french
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+ - italian
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+ - portuguese
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+ - spanish
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  language:
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+ - map
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+ - fra
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+ - ita
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+ - por
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+ - spa
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  library_name: transformers
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  pipeline_tag: translation
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  ---
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+ # WindyWord.ai Translation — AustronesianFrench/Italian/Portuguese/Spanish
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+
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+ **Translates Austronesian (Indonesian, Malay, Tagalog, Malagasy, Samoan) → French / Italian / Portuguese / Spanish.**
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  **Quality Rating: ⭐⭐½ (2.5★ Basic)**
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  | Variant | Description |
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  |---|---|
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+ | `lora/` | **WindyStandard** our proprietary production baseline. Stable, reliable, optimized for GPU inference. |
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+ | `lora-ct2-int8/` | **WindyStandard · CPU INT8** — CTranslate2 quantized version of WindyStandard. ~25% of the size, 24× faster on CPU, no measurable quality loss. |
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  ### Quick usage
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  translator = ctranslate2.Translator("path/to/translate-tcbig-bible_map-fra_ita_por_spa/lora-ct2-int8")
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  ```
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  ## Commercial Use
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  The WindyWord.ai platform provides:
 
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  Visit [windyword.ai](https://windyword.ai) for apps and commercial API access.
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+ ---
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+ ## Provenance & License
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+ Weights derived from the OPUS-MT project ([Helsinki-NLP/opus-mt-tc-bible-big-map-fra_ita_por_spa](https://huggingface.co/Helsinki-NLP/opus-mt-tc-bible-big-map-fra_ita_por_spa)) 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.
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+
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+ Licensed CC-BY-4.0 — attribution preserved as required.
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+
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+ *Certified by Opus 4.6 Opus-Claw (Dr. C) on Veron-1 (RTX 5090).*
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  *Patient file: [clinic record](https://github.com/sneakyfree/Windy-Clinic/blob/main/translation-pairs/tcbig-bible_map-fra_ita_por_spa.json)*