title	SimpleTranslationUI
emoji	📜
colorFrom	yellow
colorTo	red
sdk	gradio
sdk_version	6.20.0
python_version	3.12
app_file	app.py
pinned	false

SimpleTranslationUI

A stripped-down Tibetan Buddhist translation editor. Upload a .txt, .docx, or .pdf file — it's automatically split into segments, translated, and editable before download.

No video/audio, no subtitle timing, no multi-language prompts, no saved projects — just upload, translate, edit, download.

Translation backend

• If you provide an OpenRouter API key (in the UI, or via an OPENROUTER_API_KEY env var / .env file), translation uses whichever OpenRouter model you pick from the Settings dropdown (live-fetched from OpenRouter's catalog, with a few recommended models pinned to the top), with the editable prompt in the Settings panel (translation_prompt.txt).

• Otherwise it falls back to a local CPU model, billingsmoore/mlotsawa-ground-base, loaded via transformers. The prompt box has no effect on this backend — it's a plain seq2seq translation model, not an instruction-following LLM. First use downloads the model (a few hundred MB) and is slow; keep it running.

  This model was introduced in the paper Optimizing T5 for Lightweight Tibetan-English Translation (Moore & Lauren, 2025); its training/evaluation code lives in optimizing-t5-tibetan-english-mt.

Setup

pip install -r requirements.txt
python app.py

Optionally set OPENROUTER_API_KEY in a .env file to default to OpenRouter without typing a key into the UI each time.

Downloads

After translating, Download offers whichever of these have content:

• Translation as .txt
• Translation as .docx
• .json (source + target per segment — re-upload via "Resume" to merge translations back in if you re-upload the same source file)
• Source text as .txt