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Tom Aarsen commited on
How to use Alibaba-NLP/gte-modernbert-base with Transformers:
# Load model directly
from transformers import AutoTokenizer, AutoModel
tokenizer = AutoTokenizer.from_pretrained("Alibaba-NLP/gte-modernbert-base")
model = AutoModel.from_pretrained("Alibaba-NLP/gte-modernbert-base")How to use Alibaba-NLP/gte-modernbert-base with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("Alibaba-NLP/gte-modernbert-base")
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 Alibaba-NLP/gte-modernbert-base with Transformers.js:
// npm i @huggingface/transformers
import { pipeline } from '@huggingface/transformers';
// Allocate pipeline
const pipe = await pipeline('sentence-similarity', 'Alibaba-NLP/gte-modernbert-base');