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thomwolf committed Jun 8, 2018
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Expand Up @@ -36,12 +36,12 @@ This is the easiest way to install NeuralCoref, if you don't need to train the m

NeuralCoref is currently available in English with three models of increasing accuracy that mirror `spaCy english models <https://spacy.io/models/en>`_. The larger the model, the higher the accuracy:

================== =================== ============ ====================================================
**Model Name** **MODEL_URL** **Size** **Description**
en_coref_sm `en_coref_sm`_ 78 Mo A *small* English model based on spaCy `en_core_web_sm-2.0.0`_
en_coref_md `en_coref_md`_ 161 Mo [Default] A *medium* English model based on spaCy `en_core_web_md-2.0.0`_
en_coref_lg `en_coref_lg`_ 893 Mo A *large* English model based on spaCy `en_core_web_lg-2.0.0`_
================== =================== ============ ====================================================
================== =================== =============== ====================================================
**Model Name** **MODEL_URL** **Size** **Description**
en_coref_sm `en_coref_sm`_ 78 Mo A *small* English model based on spaCy `en_core_web_sm-2.0.0`_
en_coref_md `en_coref_md`_ 161 Mo [Default] A *medium* English model based on spaCy `en_core_web_md-2.0.0`_
en_coref_lg `en_coref_lg`_ 893 Mo A *large* English model based on spaCy `en_core_web_lg-2.0.0`_
================== =================== =============== ====================================================

.. _en_core_web_sm-2.0.0: https://github.com/explosion/spacy-models/releases/tag/en_core_web_sm-2.0.0
.. _en_core_web_md-2.0.0: https://github.com/explosion/spacy-models/releases/tag/en_core_web_md-2.0.0
Expand Down Expand Up @@ -182,6 +182,6 @@ There are many other ways you can manage and deploy NeuralCoref. Some examples c
Re-train the model / Extend to another language
===============================================

If you want to retrain the model or train it on another language, see our detailed `training instructions <training.md>`_ as well as our `detailed blog post <https://medium.com/huggingface/how-to-train-a-neural-coreference-model-neuralcoref-2-7bb30c1abdfe>`_
If you want to retrain the model or train it on another language, see our detailed `training instructions <./neuralcoref/train/training.md>`_ as well as our `detailed blog post <https://medium.com/huggingface/how-to-train-a-neural-coreference-model-neuralcoref-2-7bb30c1abdfe>`_

The training code will soon benefit from the same Cython refactoring than the inference code.

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