A set of pre-trained word embeddings for the Persian Language.
| Corpus | Model | URL |
|---|---|---|
| OSCAR - Persian Dedup | FastText - SkipGram | Hugging Face |
| OSCAR - Persian Dedup | FastText - CBOW | Hugging Face |
| OSCAR - Persian Dedup | GloVe | Hugging Face |
Update: All weights are moved to Hugging Face
import fasttext.util
# loading the Model
model_skipgram = fasttext.load_model('farsi-dedup-skipgram.bin')
# Getting Nearest Words
model_skipgram.get_nearest_neighbors('سگ', 15)[(0.782295823097229, 'روتوایلر'),
(0.7789124250411987, 'توله'),
(0.7602617144584656, 'شیتزو'),
(0.758849024772644, 'گربه'),
(0.7493144273757935, 'بولداگ'),
(0.7487086653709412, 'پامرانیان'),
(0.7453492283821106, 'چاوچاو'),
(0.7400702834129333, 'تریر'),
(0.7363772988319397, 'پامرانیا'),
(0.7327418923377991, 'رتوایلر'),
(0.7243485450744629, 'پاگ'),
(0.7216327786445618, 'روتوایلر،'),
(0.721341609954834, '_سگ'),
(0.719440758228302, 'ایگوانا'),
(0.7192081212997437, 'سگسگ'),
(0.7191919088363647, '،سگ'),
(0.7173099517822266, 'سگ،'),
(0.7163112163543701, 'شپهرد'),
(0.7139168977737427, 'سگ,سگ'),
(0.7111517786979675, 'گربهء'),
(0.7074176073074341, 'سگ\u200cهای'),
(0.7066739201545715, '.سگ'),
(0.7048391699790955, 'دوبرمن'),
(0.7031064033508301, 'روتوایلر...'),
(0.7029660940170288, 'قدرجونی'),
(0.7003535628318787, 'گربها'),
(0.6981762051582336, 'نگهبانسگهای'),
(0.696491003036499, 'سگ,گربه'),
(0.696193277835846, 'دالمیشن'),
(0.694010853767395, 'راتوایلر')]