A Tensorflow SentenceTransformer layer that takes in strings as input.
Project description
tf-sentence-transformers
A simple tensorflow/keras wrapper around sentence-transformers
. The main class is SentenceTransformer
, a keras.Layer
that can be constructed from a pretrained checkpoint in huggingface model hub.
Example usage:
from tf_sentence_transformers import SentenceTransformer
layer = SentenceTransformer.from_pretrained(
"sentence-transformers/all-MiniLM-L6-v2"
)
inputs = [
["This is a test sentence."],
["This is another test sentence."],
]
embedding = layer(inputs)
# assert embedding.shape == (2, 384)
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