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bangla-glove-vectors
sagorsarker/bangla-glove-vectors
bangla-glove-vectors is a machine learning model from sagorsarker. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
This is a collection of pre-trained glove vectors for the Bengali language. You can find details training in this repository.
Access
Public
Updated Nov 12, 2022
Repo size
461 MB
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1
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Repo makeup
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.zip461 MB · 100%
At a glance
- License
- mit
- Access
- Public
- Created
- Jun 11, 2022
- Updated
- Nov 12, 2022
- SHA
- 9a544eb9
Model card
From the Hugging Face model README
Bangla Glove Vectors
This is a collection of pre-trained glove vectors for the Bengali language. You can find details training in this repository.
This model is build for bnlp package.
Datasets
Model Details
-
wikipedia+crawl_news_articles (39M(39055685) tokens, 0.18M(178152) vocab size, 195.4MB download): bn_glove.39M.300d.zip
-
wikipeida+crawl_news_articles (39M(39055685) tokens, 0.18M(178152) vocab size, 100d vectors, 65MB download): bn_glove.39M.100d.zip
-
Wikipedia (20M(19965328) tokens, 0.13M(134255) vocab, 300d vectors, 145.9MB download): bn_glove.300d.zip
-
Wikipedia (20M(19965328) tokens, 0.13M(134255), 100d vectors, 51.2MB download): bn_glove.100d.zip
Usage
from bnlp import BengaliGlove
glove_path = "bn_glove.39M.100d.txt"
word = "গ্রাম"
bng = BengaliGlove()
res = bng.closest_word(glove_path, word)
print(res)
vec = bng.word2vec(glove_path, word)
print(vec)
- License
- mit
- Created
- Jun 11, 2022
- Updated
- Nov 12, 2022