This is the Linux app named OpenNMT-tf whose latest release can be downloaded as OpenNMT-tf2.32.0.zip. It can be run online in the free hosting provider OnWorks for workstations.
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OpenNMT-tf
DESCRIPTION
OpenNMT is an open-source ecosystem for neural machine translation and neural sequence learning. OpenNMT-tf is a general-purpose sequence learning toolkit using TensorFlow 2. While neural machine translation is the main target task, it has been designed to more generally support sequence-to-sequence mapping, sequence tagging, sequence classification, language modeling. Models are described with code to allow training custom architectures and overriding default behavior. For example, the following instance defines a sequence-to-sequence model with 2 concatenated input features, a self-attentional encoder, and an attentional RNN decoder sharing its input and output embeddings. Sequence to sequence models can be trained with guided alignment and alignment information are returned as part of the translation API.
Features
- An open source neural machine translation system
- Automatic evaluation during the training
- Multiple decoding strategy: greedy search, beam search, random sampling
- Gradient accumulation
- Scheduled sampling
- Checkpoint averaging
Programming Language
Python
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/opennmt-tf.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
