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synthetic-n2en-marian
TartarusXXX/synthetic-n2en-marian
synthetic-n2en-marian is a translation model from TartarusXXX. Use it when you need text moved from one language to another.
This repository contains a Marian NMT checkpoint packaged in OPUS-MT style.
Access
Public
Updated Jun 18, 2026
Repo size
302 MB
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0
Public
Repo makeup
Click a slice to open those files.
.npz300 MB · 99%
At a glance
- Task
- Translation
- Access
- Public
- Created
- Jun 18, 2026
- Updated
- Jun 18, 2026
- SHA
- a7e20155
Model card
From the Hugging Face model README
synthetic-n2en-marian
This repository contains a Marian NMT checkpoint packaged in OPUS-MT style.
Model Details
- Source language:
multi(Multilingual) - Target language:
en(English) - Task: translation
- Framework: Marian NMT
- Training data:
TartarusXXX/synthetic-parallel-16lang-1-4m-gemini-3-1-flash-lite - Validation set:
bouquet-dev-n2en
Evaluation target languages: tr, kmr, de, es, fr, el, bg, ru, ka, hy, fa, ckb, ur, ar
Validation
- Best
bleu:28.8111 - Epoch:
9 - Update:
318000 - Timestamp:
2026-06-17 05:14:00 - Validation set:
bouquet-dev-n2en
Raw best line:
[2026-06-17 05:14:00] [valid] Ep. 9 : Up. 318000 : bleu : 28.8111 : new best
Recent validation results:
| Timestamp | Epoch | Update | Metric | Score | Status |
|---|---|---|---|---|---|
| 2026-06-17 03:29:32 | 8 | 291500 | bleu | 28.5341 | stalled 2 times (last best: 28.6381) |
| 2026-06-17 05:14:00 | 9 | 318000 | bleu | 28.8111 | new best |
| 2026-06-17 06:58:36 | 10 | 344500 | bleu | 28.621 | stalled 1 times (last best: 28.8111) |
| 2026-06-17 08:41:49 | 10 | 371000 | bleu | 28.5135 | stalled 2 times (last best: 28.8111) |
| 2026-06-17 10:26:14 | 11 | 397500 | bleu | 26.9018 | stalled 3 times (last best: 28.8111) |
| 2026-06-17 12:10:50 | 12 | 424000 | bleu | 27.974 | stalled 4 times (last best: 28.8111) |
| 2026-06-17 13:54:10 | 12 | 450500 | bleu | 27.0804 | stalled 5 times (last best: 28.8111) |
| 2026-06-17 15:38:45 | 13 | 477000 | bleu | 27.3126 | stalled 6 times (last best: 28.8111) |
| 2026-06-17 17:23:19 | 14 | 503500 | bleu | 27.4481 | stalled 7 times (last best: 28.8111) |
| 2026-06-17 19:06:45 | 14 | 530000 | bleu | 26.43 | stalled 8 times (last best: 28.8111) |
| 2026-06-17 20:51:24 | 15 | 556500 | bleu | 26.6759 | stalled 9 times (last best: 28.8111) |
| 2026-06-17 22:36:11 | 16 | 583000 | bleu | 26.0265 | stalled 10 times (last best: 28.8111) |
Files
synthetic_parallel_16lang_1_4m_gemini_3_1_flash_lite.spm32k-spm32k.transformer.model1.npz.best-bleu.npzsynthetic_parallel_16lang_1_4m_gemini_3_1_flash_lite.spm32k-spm32k.vocab.ymlopus.trg.spm32k-modelopus.src.spm32k-modelhf-csv-synthetic.n2en.bouquet.transformer.mksynthetic_parallel_16lang_1_4m_gemini_3_1_flash_lite.spm32k-spm32k.transformer.model1.npz.ymlsynthetic_parallel_16lang_1_4m_gemini_3_1_flash_lite.spm32k-spm32k.transformer.train1.logsynthetic_parallel_16lang_1_4m_gemini_3_1_flash_lite.spm32k-spm32k.transformer.valid1.logbouquet-dev-n2en.best-bleu.validation-style-spm.tsvbouquet-dev-n2en.best-bleu.validation-style-spm.mdbest-bleu.decoder.ymltranslate_with_marian.py
Usage
Install Marian and run:
python translate_with_marian.py --decoder best-bleu.decoder.yml < input.txt > output.txt
The decoder YAML uses paths relative to this repository.
- Task
- Translation
- Languages
- multilingual, en
- Created
- Jun 18, 2026
- Updated
- Jun 18, 2026