On unzipping the Fasttext file crawl-300d-2M.vec.zip , I came across two files:
crawl-300d-2M-subword.bin and crawl-300d-2M-subword.vec. However the file crawl-300d-2M.vec expected by demo.ipynb is not there inside this zip leading to error.
I think the URL in the readme is wrong.
Correct URL:
https://dl.fbaipublicfiles.com/fasttext/vectors-english/crawl-300d-2M.vec.zip
Having now tried using InferSent with both files, I'm also pretty sure the url in the README is wrong. For instance, this is the output of the visualize method when I use _crawl-300d-2M.vec_
However when I use _crawl-300d-2M-subword.vec_ the central bars are more or less inverted with the obviously less important words receiving greater importance.
File in readme is: crawl-300d-2M-subword.zip
But need crawl-300d-2M.vec.zip
I tested both and -subword
give me very bad results.
Most helpful comment
I think the URL in the readme is wrong.
Correct URL:
https://dl.fbaipublicfiles.com/fasttext/vectors-english/crawl-300d-2M.vec.zip