readme: ---
  language:
  - ca
  - es
  - fr
  - gl
  - he
  - it
  - pt
  - ro
  
  tags:
  - translation
  - opus-mt-tc
  
  license: cc-by-4.0
  model-index:
  - name: opus-mt-tc-big-he-itc
    results:
    - task:
        name: Translation heb-cat
        type: translation
        args: heb-cat
      dataset:
        name: flores101-devtest
        type: flores_101
        args: heb cat devtest
      metrics:
         - name: BLEU
           type: bleu
           value: 30.4
         - name: chr-F
           type: chrf
           value: 0.56398
    - task:
        name: Translation heb-fra
        type: translation
        args: heb-fra
      dataset:
        name: flores101-devtest
        type: flores_101
        args: heb fra devtest
      metrics:
         - name: BLEU
           type: bleu
           value: 33.7
         - name: chr-F
           type: chrf
           value: 0.59254
    - task:
        name: Translation heb-glg
        type: translation
        args: heb-glg
      dataset:
        name: flores101-devtest
        type: flores_101
        args: heb glg devtest
      metrics:
         - name: BLEU
           type: bleu
           value: 24.5
         - name: chr-F
           type: chrf
           value: 0.51861
    - task:
        name: Translation heb-ita
        type: translation
        args: heb-ita
      dataset:
        name: flores101-devtest
        type: flores_101
        args: heb ita devtest
      metrics:
         - name: BLEU
           type: bleu
           value: 20.8
         - name: chr-F
           type: chrf
           value: 0.50540
    - task:
        name: Translation heb-por
        type: translation
        args: heb-por
      dataset:
        name: flores101-devtest
        type: flores_101
        args: heb por devtest
      metrics:
         - name: BLEU
           type: bleu
           value: 33.1
         - name: chr-F
           type: chrf
           value: 0.58818
    - task:
        name: Translation heb-ron
        type: translation
        args: heb-ron
      dataset:
        name: flores101-devtest
        type: flores_101
        args: heb ron devtest
      metrics:
         - name: BLEU
           type: bleu
           value: 22.3
         - name: chr-F
           type: chrf
           value: 0.51480
    - task:
        name: Translation heb-spa
        type: translation
        args: heb-spa
      dataset:
        name: flores101-devtest
        type: flores_101
        args: heb spa devtest
      metrics:
         - name: BLEU
           type: bleu
           value: 21.6
         - name: chr-F
           type: chrf
           value: 0.49786
    - task:
        name: Translation heb-fra
        type: translation
        args: heb-fra
      dataset:
        name: tatoeba-test-v2021-08-07
        type: tatoeba_mt
        args: heb-fra
      metrics:
         - name: BLEU
           type: bleu
           value: 47.5
         - name: chr-F
           type: chrf
           value: 0.64713
    - task:
        name: Translation heb-ita
        type: translation
        args: heb-ita
      dataset:
        name: tatoeba-test-v2021-08-07
        type: tatoeba_mt
        args: heb-ita
      metrics:
         - name: BLEU
           type: bleu
           value: 42.1
         - name: chr-F
           type: chrf
           value: 0.64836
    - task:
        name: Translation heb-por
        type: translation
        args: heb-por
      dataset:
        name: tatoeba-test-v2021-08-07
        type: tatoeba_mt
        args: heb-por
      metrics:
         - name: BLEU
           type: bleu
           value: 41.2
         - name: chr-F
           type: chrf
           value: 0.61428
    - task:
        name: Translation heb-spa
        type: translation
        args: heb-spa
      dataset:
        name: tatoeba-test-v2021-08-07
        type: tatoeba_mt
        args: heb-spa
      metrics:
         - name: BLEU
           type: bleu
           value: 51.3
         - name: chr-F
           type: chrf
           value: 0.69210
  ---
  # opus-mt-tc-big-he-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 Hebrew (he) 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**: 2022-07-25
  - **License:** CC-BY-4.0
  - **Language