sentence-transformers How to use srikarvar/fine_tuned_model_7 with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("srikarvar/fine_tuned_model_7")
sentences = [
"Stages of photosynthesis",
"The function helps preprocess your entire dataset at once.",
"You can create an index for your dataset by using [Dataset.add_faiss_index()](/docs/datasets/v2.10.0/en/package_reference/main_classes#datasets.Dataset.add_faiss_index) or [Dataset.add_elasticsearch_index()](/docs/datasets/v2.10.0/en/package_reference/main_classes#datasets.Dataset.add_elasticsearch_index) depending on the system you want to use.",
"What is photosynthesis?"
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4] 
