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-itc-he
    results:
    - task:
        name: Translation cat-heb
        type: translation
        args: cat-heb
      dataset:
        name: flores101-devtest
        type: flores_101
        args: cat heb devtest
      metrics:
         - name: BLEU
           type: bleu
           value: 23.0
         - name: chr-F
           type: chrf
           value: 0.52457
    - task:
        name: Translation fra-heb
        type: translation
        args: fra-heb
      dataset:
        name: flores101-devtest
        type: flores_101
        args: fra heb devtest
      metrics:
         - name: BLEU
           type: bleu
           value: 23.2
         - name: chr-F
           type: chrf
           value: 0.52953
    - task:
        name: Translation glg-heb
        type: translation
        args: glg-heb
      dataset:
        name: flores101-devtest
        type: flores_101
        args: glg heb devtest
      metrics:
         - name: BLEU
           type: bleu
           value: 20.8
         - name: chr-F
           type: chrf
           value: 0.50918
    - task:
        name: Translation ita-heb
        type: translation
        args: ita-heb
      dataset:
        name: flores101-devtest
        type: flores_101
        args: ita heb devtest
      metrics:
         - name: BLEU
           type: bleu
           value: 18.3
         - name: chr-F
           type: chrf
           value: 0.49007
    - task:
        name: Translation por-heb
        type: translation
        args: por-heb
      dataset:
        name: flores101-devtest
        type: flores_101
        args: por heb devtest
      metrics:
         - name: BLEU
           type: bleu
           value: 24.4
         - name: chr-F
           type: chrf
           value: 0.53906
    - task:
        name: Translation ron-heb
        type: translation
        args: ron-heb
      dataset:
        name: flores101-devtest
        type: flores_101
        args: ron heb devtest
      metrics:
         - name: BLEU
           type: bleu
           value: 22.1
         - name: chr-F
           type: chrf
           value: 0.52103
    - task:
        name: Translation spa-heb
        type: translation
        args: spa-heb
      dataset:
        name: flores101-devtest
        type: flores_101
        args: spa heb devtest
      metrics:
         - name: BLEU
           type: bleu
           value: 16.5
         - name: chr-F
           type: chrf
           value: 0.47646
    - task:
        name: Translation fra-heb
        type: translation
        args: fra-heb
      dataset:
        name: tatoeba-test-v2021-08-07
        type: tatoeba_mt
        args: fra-heb
      metrics:
         - name: BLEU
           type: bleu
           value: 39.6
         - name: chr-F
           type: chrf
           value: 0.60539
    - task:
        name: Translation ita-heb
        type: translation
        args: ita-heb
      dataset:
        name: tatoeba-test-v2021-08-07
        type: tatoeba_mt
        args: ita-heb
      metrics:
         - name: BLEU
           type: bleu
           value: 40.0
         - name: chr-F
           type: chrf
           value: 0.60264
    - task:
        name: Translation por-heb
        type: translation
        args: por-heb
      dataset:
        name: tatoeba-test-v2021-08-07
        type: tatoeba_mt
        args: por-heb
      metrics:
         - name: BLEU
           type: bleu
           value: 44.4
         - name: chr-F
           type: chrf
           value: 0.63087
    - task:
        name: Translation spa-heb
        type: translation
        args: spa-heb
      dataset:
        name: tatoeba-test-v2021-08-07
        type: tatoeba_mt
        args: spa-heb
      metrics:
         - name: BLEU
           type: bleu
           value: 44.5
         - name: chr-F
           type: chrf
           value: 0.63883
  ---
  # opus-mt-tc-big-itc-he
  
  ## 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 Italic languages (itc) to Hebrew (he).
  
  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**: 2022-08-03
  - **License:** CC-BY-4.0
  - **Language