Word Vectors
Collection
Legacy word vectors (FastText, GloVe, Word2Vec) stored in the StaticVectors format
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This model is an export of the new GloVe 2024 WikiGiga Vectors (300d) for staticvectors
. staticvectors
enables running inference in Python with NumPy. This helps it maintain solid runtime performance.
from staticvectors import StaticVectors
model = StaticVectors("neuml/glove-2024-wikigiga")
model.embeddings(["word"])
Given that pre-trained embeddings models can get quite large, there is also a SQLite version that lazily loads vectors.
from staticvectors import StaticVectors
model = StaticVectors("neuml/glove-2024-wikigiga/model.sqlite")
model.embeddings(["word"])