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Firqa Aqila Noor A commited on
How to use firqaaa/indo-sentence-bert-base with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("firqaaa/indo-sentence-bert-base")
sentences = [
"The weather is lovely today.",
"It's so sunny outside!",
"He drove to the stadium."
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [3, 3]How to use firqaaa/indo-sentence-bert-base with Transformers:
# Load model directly
from transformers import AutoTokenizer, AutoModel
tokenizer = AutoTokenizer.from_pretrained("firqaaa/indo-sentence-bert-base")
model = AutoModel.from_pretrained("firqaaa/indo-sentence-bert-base")