sentence-transformers How to use Mollel/MultiLinguSwahili-bge-small-en-v1.5-nli-matryoshka with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("Mollel/MultiLinguSwahili-bge-small-en-v1.5-nli-matryoshka")
sentences = [
"Ndege mwenye mdomo mrefu katikati ya ndege.",
"Panya anayekimbia juu ya gurudumu.",
"Mtu anashindana katika mashindano ya mbio.",
"Ndege anayeruka."
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4] 
