Support .npz vectors in init-model command
@@ -67,6 +67,15 @@ def init_model(lang, output_dir, freqs_loc=None, clusters_loc=None, jsonl_loc=No
prints(freqs_loc, title=Messages.M037, exits=1)
lex_attrs = read_attrs_from_deprecated(freqs_loc, clusters_loc)
vectors_loc = ensure_path(vectors_loc)
+ if vectors_loc and vectors_loc.parts[-1].endswith('.npz'):
+ vector_data = numpy.load(vectors_loc.open('rb'))
+ nlp.vocab.vectors = Vectors(data=vector_data)
+ vectors_keys = []
+ for word in nlp.vocab:
+ if word.rank:
+ nlp.vocab.vectors.add(word.orth, row=word.rank)
+ vectors_keys.append(word.orth_)
+ else:
vectors_data, vector_keys = read_vectors(vectors_loc) if vectors_loc else (None, None)
nlp = create_model(lang, lex_attrs, vectors_data, vector_keys, prune_vectors)
if not output_dir.exists():
