sentence-transformers How to use Fatin757/ssf-retriever-modernbert-v8 with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("Fatin757/ssf-retriever-modernbert-v8")
sentences = [
"The 3rd/4th/5th Engineer acts as an Engine Watch Officer in a manned engine-room or as designated duty engineer in a periodically unmanned engine-room of ships powered by main propulsion machinery of 750 kW or more. He/She oversees the operation, maintenance and repairs of the engine-rooms and is responsible for the maintenance of the ship's safety and emergency equipment. He is an organised person who is able to multi-task at times and is cognisant of the regulatory requirements of manning engine-rooms. The 3rd/4th/5th Engineer must pass a colour vision test and must fulfil the requirements stipulated in the Standards of Training, Certification and Watchkeeping for Seafarers (STCW) issued by the International Maritime Organisation (IMO).",
"The 3rd/4th/5th Engineer works as a Retail Store Manager, responsible for managing daily store activities, overseeing inventory levels, and training sales personnel to deliver excellent customer service. Alternatively, the 3rd/4th/5th Engineer may act as a Human Resources Coordinator, assisting with employee recruitment, onboarding, and maintaining personnel records. Another unrelated role for the 3rd/4th/5th Engineer is as a Pastry Chef, managing kitchen staff, designing dessert menus, and ensuring all baked goods meet quality standards.",
"The 3rd/4th/5th Engineer serves as an Engine Watch Officer on a manned engine-room or as a designated duty engineer in a periodically unmanned engine-room aboard vessels with main propulsion machinery rated at 750 kW or higher. This role involves supervising the operation, upkeep, and repairs of engine-rooms while ensuring the functionality of the ship's safety and emergency systems. The engineer must be well-organized, capable of managing multiple tasks, and knowledgeable about engine-room manning regulations. Additionally, the 3rd/4th/5th Engineer is required to pass a color vision test and meet the Standards of Training, Certification, and Watchkeeping for Seafarers (STCW) set by the International Maritime Organisation (IMO).",
"The Youth Worker supports the growth of young people into responsible and engaged members of the community. They design and deliver interventions and programs tailored to youths' needs, including casework, group activities, and community development initiatives. The Youth Worker mentors youths in their personal, social, and educational journeys, contributes to advancing youth development practices, and offers guidance to less experienced colleagues. A collaborative and dedicated professional with strong communication and problem-solving abilities, the Youth Worker operates within schools, community centers, and youth-focused organizations."
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4] 
