README.md

---
title: Multilingual Machine Translation
emoji: 👁
colorFrom: red
colorTo: blue
sdk: gradio
sdk_version: 5.49.1
app_file: app.py
pinned: true
license: other
short_description: Gradio Machine Translation with MCP
task: translation
tags: ["translation", "machine translation", "translate", "multilingual", "MCP", "polyglot"]
models: ["Helsinki-NLP", "QUICKMT", "Argos", "Google", "HPLT", "HPLT-OPUS", "Helsinki-NLP/opus-mt-tc-bible-big-mul-mul", "Helsinki-NLP/opus-mt-tc-bible-big-mul-deu_eng_nld", "Helsinki-NLP/opus-mt-tc-bible-big-mul-deu_eng_fra_por_spa", "Helsinki-NLP/opus-mt-tc-bible-big-deu_eng_fra_por_spa-mul", "Helsinki-NLP/opus-mt-tc-bible-big-roa-deu_eng_fra_por_spa", "Helsinki-NLP/opus-mt-tc-bible-big-deu_eng_fra_por_spa-roa", "Helsinki-NLP/opus-mt-tc-bible-big-roa-en", "facebook/nllb-200-distilled-600M", "facebook/nllb-200-distilled-1.3B", "facebook/nllb-200-1.3B", "facebook/nllb-200-3.3B", "facebook/mbart-large-50-many-to-many-mmt", "facebook/mbart-large-50-one-to-many-mmt", "facebook/mbart-large-50-many-to-one-mmt",
"facebook/m2m100_418M", "facebook/m2m100_1.2B", "Lego-MT/Lego-MT", "bigscience/mt0-small", "bigscience/mt0-base", "bigscience/mt0-large", "bigscience/mt0-xl", "bigscience/bloomz-560m", "bigscience/bloomz-1b1", "bigscience/bloomz-1b7", "bigscience/bloomz-3b", "google-t5/t5-small", "google-t5/t5-base", "google-t5/t5-large", "google/flan-t5-small", "google/flan-t5-base", "google/flan-t5-large", "google/flan-t5-xl", "google/madlad400-3b-mt", "jbochi/madlad400-3b-mt", "HuggingFaceTB/SmolLM3-3B", "winninghealth/WiNGPT-Babel-2", "utter-project/EuroLLM-1.7B", "utter-project/EuroLLM-1.7B-Instruct", "Unbabel/Tower-Plus-2B", "Unbabel/TowerInstruct-7B-v0.2", "Unbabel/TowerInstruct-Mistral-7B-v0.2"]
datasets: ["Argos", "Quickmt", "Bergamot", "OPUS", "HPLT", "Tatoeba"]
---

```text
Machine Translation App using various models with Gradio API and MCP
```