AttributeError: 'spacy.vectors.Vectors' object has no attribute 'borrow'

[henokDES]

How to reproduce the behaviour

Your Environment

• Operating System:
• windows 11
• Python Version Used:
• 3.8.5
• spaCy Version Used:
• '3.0.3'
• sense2vec version:
• '2.0.0'
• Environment Information:

AttributeError Traceback (most recent call last)
in
25 continue
26 vector = w2v_model.wv.vectors[idx]
---> 27 vector_map.borrow(string, vector)
28
29 print("saving the model to file...")

AttributeError: 'spacy.vectors.Vectors' object has no attribute 'borrow'

[adrianeboyd]

Hi, could you provide a bit more context about the code that you're running, the full error message, and the output of spacy info?

[henokDES]

@adrianeboyd

w2v_model = Word2Vec(
size = 128,
iter=2,
window= 5 ,
min_count=1,
workers=number_cores,
sample=1e-5,
)

sentences = tokens

print("building the vocabulary...")
w2v_model.build_vocab(sentences)

print("training the model...")
w2v_model.train(sentences, total_examples=w2v_model.corpus_count, epochs=w2v_model.iter)

print("creating the sense2vec model...")
vector_map = Vectors(shape=(18447, 128))
min_count = 1
for string in w2v_model.wv.vocab:
vocab = w2v_model.wv.vocab[string]
freq, idx = vocab.count, vocab.index
if freq < min_count:
continue
vector = w2v_model.wv.vectors[idx]
vector_map.borrow(string, freq, vector)

print("saving the model to file...")
#vector_map.save(out_path)

here is the whole code sense2vec version '2.0.0' and spacy version '3.0.3'

AttributeError Traceback (most recent call last)
in
25 continue
26 vector = w2v_model.wv.vectors[idx]
---> 27 vector_map.borrow(string, vector)
28
29 print("saving the model to file...")

AttributeError: 'spacy.vectors.Vectors' object has no attribute 'borrow'

[adrianeboyd]

Hmm, somehow you've ended up with some old/prerelease sense2vec code that was written for a much older version of spacy.

Try to uninstall and reinstall sense2vec or start again in a clean venv, double-checking that you have a compatible version of spacy after the install. For sense2vec v2.0.0 this is spacy v3.x; for sense2vec v1.0.3 this is spacy v2.2 or v2.3.

If you install sense2vec in a new venv with pip, it should automatically install a compatible version of spacy.