epfml / sent2vec

General purpose unsupervised sentence representations
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Extracting parameters from model #50

Closed darentsia closed 4 years ago

darentsia commented 5 years ago

How can we extract the parameters with whom our model was trained?

For example, I have a model file and I want to know, what's vector size here, min count, how many epochs were performed and something like that?

Thank you!

martinjaggi commented 4 years ago

how to extract the word embeddings from a trained model is described here: https://github.com/epfml/sent2vec/#unigram-embeddings

we don't store the statistics on training such as number of epochs etc, but for the available pre-trained models we provide them in the paper