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Questions tagged [fairseq]

40 questions
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How to predict token for neural machine translation

For example, if I have the words MKIK or "牛逼" (which is artificially created) how can we tell neural networks (transformer model) to keep the same output? The problem is with using the transformer model on fairseq. I found fairseq has --replace-unk…
xihajun
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How to use fairseq interactive with multiple gpu?

I am trying to generate new prediction for the model, but I found it is not that intuitive to use fairseq. I found fairseq-interactive could help to generate with a good settings of batch_size, however, it seems that it will use 1 GPU at a time, I…
xihajun
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Pytorch giving runtimeerror can't be cast to the desired output type Long

The following code is giving runtimeerror "result type Float can't be cast to the desired output type Long". I already tried to do the following: FROM: torch.div(self.indices_buf, vocab_size, out=self.beams_buf) TO: torch.div(self.indices_buf,…
Exploring
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How to use/install a GitHub commit?

There is a package I want to use that is implemented based on fairseq toolkit. The package requirement says: Please use an earlier commit of Apex - NVIDIA/apex@4a8c4ac Even though I know how to install Apex, I'm not sure if I understand what it…
Pedram
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torch.hub.load() raises HTTPError: HTTP Error 404: Not Found when loading model

I had this simple piece of code found on the fairseq GitHub repository which basically loads the bart.base PyTorch model from torch.hub: bart = torch.hub.load('pytorch/fairseq', 'bart.base') This code was working perfectly around two weeks ago, now…
Anwarvic
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Is it possible to debug a fairseq task with vscode or some other tools?

I am using fairseq to run a customized task with command line tool fairseq-train ${data} {args}. Is it possible to enter debug mode?
user16055099
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Can FairSeq's speech-to-task model predict punctuations (e.g., sentence boundaries)?

I read their paper, checked out their repo but could not find the answer. Does FairSeq's speech-to-task model predict punctuations (e.g., sentence boundaries)? I just wanted to find out before I invest time and effort for implementing it.
prony
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How to run Tutorial: Simple LSTM on fairseq

While trying to learn fairseq, I was following the tutorials on the website and implementing: https://fairseq.readthedocs.io/en/latest/tutorial_simple_lstm.html#training-the-model However, after following all the steps, when I try to train the model…
K C
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Why does the output from VQ-Wav2Vec from FairSeq missing frames?

I am using the fairseq library to run an example code for feature extraction with the VQ-Wav2Vec code as written below: In [6]: import torch ...: from fairseq.models.wav2vec import Wav2VecModel In [7]: cp =…
London guy
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