vesteinn commited on
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169c8b7
1 Parent(s): d2f7993

Model added

Browse files
.gitattributes CHANGED
@@ -25,3 +25,6 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zstandard filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
 
 
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zstandard filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ rmh.fasttext.model.wv.vectors_vocab.npy filter=lfs diff=lfs merge=lfs -text
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+ rmh.fasttext.model.syn1neg.npy filter=lfs diff=lfs merge=lfs -text
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+ rmh.fasttext.model.wv.vectors_ngrams.npy filter=lfs diff=lfs merge=lfs -text
README.md ADDED
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+ # FastText model trained on Icelandic
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+
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+ This model is trained on the lemmas of the Icelandic Gigaword Corpus version 20.05. It is trained using the gensim package, version 4.1.0. and parameters were set to default (100 dimensions, windows size 5)
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+
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+ This model can not be loaded directly since it uses gensim, clone the repository and run the following to use it.
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+
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+ ```python
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+ import gensim
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+ model = gensim.models.FastText.load("./rmh.w2v.model")
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+ ```
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+
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+ ## Example output
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+
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+ ```bash
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+ In [1]: model.wv.most_similar("england")
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+ Out[1]:
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+ [('englands', 0.8778558969497681),
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+ ('southland', 0.8573296070098877),
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+ ('skotland', 0.846065878868103),
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+ ('englaland', 0.8320872187614441),
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+ ('hoogland', 0.8299505114555359),
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+ ('hoagland', 0.8277317881584167),
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+ ('totland', 0.8265103697776794),
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+ ('lackland', 0.8234561681747437),
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+ ('skarpengland', 0.8227219581604004),
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+ ('langland', 0.8222305774688721)]
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+
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+ In [2]: model.wv.most_similar("kanína")
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+ Out[2]:
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+ [('loðkanína', 0.9271067976951599),
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+ ('dvergkanína', 0.9106121063232422),
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+ ('angórakanína', 0.895512044429779),
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+ ('angórukanína', 0.8741581439971924),
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+ ('feldkanína', 0.8696010708808899),
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+ ('kanínubangsi', 0.8562541604042053),
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+ ('holdakanína', 0.8543838858604431),
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+ ('villikanína', 0.8525990843772888),
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+ ('silkikanína', 0.8515204191207886),
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+ ('kaníni', 0.8445548415184021)]
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+ ```
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+
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+
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