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README.md
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---
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tags:
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- translation
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license: cc-by-4.0
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---
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### Translation model for en-zh_hant OPUS_HPLT v1.0
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This repository contains the model weights for translation models trained with Marian for HPLT project. For usage instructions, evaluation scripts, and inference scripts, please refer to the [HPLT-MT-Models v1.0](https://github.com/hplt-project/HPLT-MT-Models/tree/main/v1.0) GitHub repository.
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* Source language: en
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* Target language: zh_hant
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* Dataset: All of OPUS including HPLT
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* Model: transformer-base
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* Tokenizer: SentencePiece (Unigram)
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* Cleaning: We use OpusCleaner for cleaning the corpus. Details about rules used can be found in the filter files in [Github](https://github.com/hplt-project/HPLT-MT-Models/tree/main/v1.0/data/en-zh_hant/raw/v2)
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To run inference with Marian, refer to the [Inference/Decoding/Translation](https://github.com/hplt-project/HPLT-MT-Models/tree/main/v1.0#inferencedecodingtranslation) section of our GitHub repository.
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## Benchmarks
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| testset | BLEU | chr-F | comet |
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| -------------------------------------- | ---- | ----- | ----- |
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| flores200 | 23.4 | 18.5 | 0.8364 |
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| ntrex | 19.6 | 20.4 | 0.7934 |
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