use official model instead 0a60aec
Eyal Abbas commited on
How to use retrainai/instructor-xl with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("retrainai/instructor-xl")
sentences = [
"That is a happy person",
"That is a happy dog",
"That is a very happy person",
"Today is a sunny day"
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4]How to use retrainai/instructor-xl with Transformers:
# Load model directly
from transformers import AutoTokenizer, AutoModel
tokenizer = AutoTokenizer.from_pretrained("retrainai/instructor-xl")
model = AutoModel.from_pretrained("retrainai/instructor-xl")