README.md

metadata

license: cc-by-4.0
tags:
  - translation
  - marian
  - windyword
  - portuguese
  - english
language:
  - pt
  - en
library_name: transformers
pipeline_tag: translation

WindyWord.ai Translation — Portuguese → English

Translates Portuguese (pt) text into English (en).

Quality & Model Lineage

• Tier: Standard ⭐⭐⭐⭐
• Base model: Helsinki-NLP/opus-mt-ROMANCE-en — 68k+ downloads, multilingual Romance-source model
• Architecture: MarianMT
• Note: Helsinki-NLP does not publish a dedicated Portuguese-only opus-mt-pt-en model. Their canonical path for Portuguese-source translation is the multilingual opus-mt-ROMANCE-en, which handles Portuguese alongside Italian, Spanish, French, Catalan, and Romanian as source languages. This WindyWord repo wraps the same underlying weights with a Portuguese-specific repo name to satisfy installer / consumer code that expects a translate-pt-en artifact.

For sibling Romance-source pairs use WindyWord/translate-ROMANCE-en directly (same underlying model).

Available Variants

Variant	Description
lora/	WindyStandard — production baseline. Helsinki-NLP/opus-mt-ROMANCE-en weights wrapped under the WindyWord pt-en namespace.

Quick Usage

from transformers import MarianMTModel, MarianTokenizer
tokenizer = MarianTokenizer.from_pretrained("WindyWord/translate-pt-en", subfolder="lora")
model = MarianMTModel.from_pretrained("WindyWord/translate-pt-en", subfolder="lora")

Commercial Use

Visit windyword.ai for apps and API access.

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Provenance & License

Weights derived from Helsinki-NLP/opus-mt-ROMANCE-en under CC-BY-4.0. Wrapped as a Portuguese-specific entry by WindyWord 2026-04-28 to support installer expectations for a translate-pt-en repo. Underlying model is identical to WindyWord/translate-ROMANCE-en.

Certified by Opus 4.6 Opus-Claw (Dr. C) on Veron-1 (RTX 5090, Mt Pleasant SC).