Is it possible to use and train NMT with only your own TMs locally?

Hi,

I know and use Language Weaver, but is it possible to get some NMT engine trained with your own TMs which is NOT hosted in a cloud but which you can install and use locally or on your own servers and which does not share data with some remote servers/company?

Does anyone have experience with such services? What are the costs for this?

Best regards,

Pascal

emoji
Parents Reply
  •  ,

    I didn't ask for Language Weaver explicitly, I only said that I know and use LW but was looking for an NMT that can be trained with own MTs AND is not hosted in a cloud but on my own server or on local server. I guess you misread that part. ;)

    I have an own server on wich I can install whatever I want, so LWE might still be an option, but in order to decide, I would still need quite a lot of information from support or someone using it. I’m also open for any other tool that offers NMT and that can be customized and trained with the own TMS without using any other external online resources but my own online server.

    Regarding LWE it might be interesting in some other way (if like LW it can be matched with another language for languages with smaller TMs) by using customizable replace x by y rules (if that feature is even available).

    emoji
Children
  • Hi  ,

    Language Weaver Edge is our  Machine Translation solution which can be deployed on premise. It supports all features currently available in the Cloud, including the ability to train language pairs with your own translation memories. Language Pairs that can be trained are called Adaptable Language Pairs: you can manually train them; i.e. control when the training takes place, upload your training data using *.tmx, define your own test data set for evaluation, and fully control deployment. This currently requires a GPU and Linux.

    In our next release (8.6 - to be released in October 22), we will support:

    • Adaptation on CPU (the GPU will not longer be a requirement - training will be longer, but will be possible). Training on CPU will be possible on both Windows and Linux.
    • Auto adaptive Language Pairs: with auto adaptive language pairs, the models are constantly trained with data available, including the uploaded translation memories, the dictionaries and also the user feedback provided (collected through the LW Edge UI). The training happens in the background and there is no need to perform manual operations such as deployment of trained models. In Studio, you only reference the auto-adaptive model once in the Language Pair Mapping and you are good to go.

    Feel free to join the Language Weaver Edge section of the community  Language Weaver Edge to get more information. We have a few videos highlighting the User Feedback process - and there is also a recording of a session from Connect 2019 (a bit old but still relevant) on how to best adapt NMT Models using our on-premise solution.

    I hope this is helpful and please let me know if you need any more information! 

    emoji
  • Hi  ,

    just a quick question regarding the Auto Adaptive Language Pairs in release 8.6:

    Will those who use it in Trados Studio via plugin also be able to provide feedback for the automatic retraining of the models?

    Thanks, 

    Natalie

    emoji