How to use phi0112358/paraphrase-MiniLM-L3-v2-GGML with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("phi0112358/paraphrase-MiniLM-L3-v2-GGML") 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 phi0112358/paraphrase-MiniLM-L3-v2-GGML with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("phi0112358/paraphrase-MiniLM-L3-v2-GGML", dtype="auto")
