readme: ---
  language:
  - fa
  - fr
  - pt
  - ro
  
  tags:
  - translation
  - opus-mt-tc
  
  license: cc-by-4.0
  model-index:
  - name: opus-mt-tc-big-fa-itc
    results:
    - task:
        name: Translation fas-fra
        type: translation
        args: fas-fra
      dataset:
        name: flores101-devtest
        type: flores_101
        args: fas fra devtest
      metrics:
         - name: BLEU
           type: bleu
           value: 28.9
         - name: chr-F
           type: chrf
           value: 0.55883
    - task:
        name: Translation fas-ita
        type: translation
        args: fas-ita
      dataset:
        name: flores101-devtest
        type: flores_101
        args: fas ita devtest
      metrics:
         - name: BLEU
           type: bleu
           value: 19.7
         - name: chr-F
           type: chrf
           value: 0.49512
    - task:
        name: Translation fas-por
        type: translation
        args: fas-por
      dataset:
        name: flores101-devtest
        type: flores_101
        args: fas por devtest
      metrics:
         - name: BLEU
           type: bleu
           value: 27.6
         - name: chr-F
           type: chrf
           value: 0.54829
    - task:
        name: Translation fas-ron
        type: translation
        args: fas-ron
      dataset:
        name: flores101-devtest
        type: flores_101
        args: fas ron devtest
      metrics:
         - name: BLEU
           type: bleu
           value: 19.7
         - name: chr-F
           type: chrf
           value: 0.48821
    - task:
        name: Translation fas-spa
        type: translation
        args: fas-spa
      dataset:
        name: flores101-devtest
        type: flores_101
        args: fas spa devtest
      metrics:
         - name: BLEU
           type: bleu
           value: 19.4
         - name: chr-F
           type: chrf
           value: 0.47722
    - task:
        name: Translation fas-fra
        type: translation
        args: fas-fra
      dataset:
        name: tatoeba-test-v2021-08-07
        type: tatoeba_mt
        args: fas-fra
      metrics:
         - name: BLEU
           type: bleu
           value: 37.5
         - name: chr-F
           type: chrf
           value: 0.57949
  ---
  # opus-mt-tc-big-fa-itc
  
  ## Table of Contents
  - [Model Details](#model-details)
  - [Uses](#uses)
  - [Risks, Limitations and Biases](#risks-limitations-and-biases)
  - [How to Get Started With the Model](#how-to-get-started-with-the-model)
  - [Training](#training)
  - [Evaluation](#evaluation)
  - [Citation Information](#citation-information)
  - [Acknowledgements](#acknowledgements)
  
  ## Model Details
  
  Neural machine translation model for translating from Persian (fa) to Italic languages (itc).
  
  This model is part of the [OPUS-MT project](https://github.com/Helsinki-NLP/Opus-MT), an effort to make neural machine translation models widely available and accessible for many languages in the world. All models are originally trained using the amazing framework of [Marian NMT](https://marian-nmt.github.io/), an efficient NMT implementation written in pure C++. The models have been converted to pyTorch using the transformers library by huggingface. Training data is taken from [OPUS](https://opus.nlpl.eu/) and training pipelines use the procedures of [OPUS-MT-train](https://github.com/Helsinki-NLP/Opus-MT-train).
  **Model Description:**
  - **Developed by:** Language Technology Research Group at the University of Helsinki
  - **Model Type:** Translation (transformer-big)
  - **Release**: 2022-07-23
  - **License:** CC-BY-4.0
  - **Language(s):**  
    - Source Language(s): fas
    - Target Language(s): fra ita por ron spa
    - Language Pair(s): fas-fra fas-por fas-ron
    - Valid Target Language Labels: >>acf<< >>aoa<< >>arg<< >>ast<< >>cat<< >>cbk<< >>ccd<< >>cks<< >>cos<< >>cri<< >>crs<< >>dlm<< >>drc<< >>egl<< >>ext<< >>fab<< >>fax<< >>fra<< >>frc<< >>frm<< >>fro<< >>frp<< >>fur<< >>gcf<< >>gcr<< >>glg<< >>hat<< >>idb<< >>ist<< >>ita<< >>itk<< >>kea<< >>kmv<< >>lad<< >>lad_Latn<< >>lat<< >>lat_Latn<< >>lij<< >>lld<< >>lmo<< >>lou<< >>mcm<< >>mfe<< >>mol<< >>mwl<< >>mxi<< >>mzs<< >>nap<< >>nrf<< >>oci<< >>osc<< >>osp<< >>pap<< >>pcd<< >>pln<< >>pms<< >>pob<< >>por<< >>pov<< >>pre<< >>pro<< >>qbb<< >>qhr<< >>rcf<< >>rgn<< >>roh<< >>ron<< >>ruo<< >>rup<< >>ruq<< >>scf<< >>scn<< >>sdc<< >>sdn<< >>spa<< >>spq<< >>spx<< >>src<< >>srd<< >>sro<< >>tmg<< >>tvy<< >>vec<< >>vkp<< >>wln<< >>xfa<< >>xum<<
  - **Original Model**: [opusTCv20210807_transformer-big_2022-07-23.zip](https://object.pouta.csc.fi/Tatoeba-MT-models/fas-itc/opusTCv20210807_transformer-big_2022-07-23.zip)
  - **Resources for more information:**
    - [OPUS-MT-train GitHub Repo](https://github.com/Helsinki-NLP/OPUS-MT-train)
    - More information about released models for this language pair: [OPUS-MT fas-itc README](https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/fas-itc/README.md)
    - [More information about MarianNMT models in the transformers library](https://huggingface.co/docs/transformers/model_doc/marian)
    - [Tatoeba Translation Challenge](https://github.com/Helsinki-NLP/Tatoeba-Challenge/
  
  This is a multilingual translation model with multipl