sentence-transformers How to use Fatin757/ssf-retriever-modernbert with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("Fatin757/ssf-retriever-modernbert")
sentences = [
"The Investment Counsellor Assistant supports client-facing teams, product teams and senior team members in putting together and executing a comprehensive investment plan tailored to client needs. He/She ensures that relevant client and market information is accurately and promptly gathered for each respective team. The Investment Counsellor Assistant is meticulous and motivated to stay updated with the latest economic and product trends, and takes the initiative to streamline relevant product-related information for specific clients. The nature of his work requires him to have strong teamwork skills as he often collaborates with many other parts of the business to deliver investment advice.",
"The Financial Analyst is responsible for assisting departmental teams, compliance groups, and senior management in formulating and executing financial strategies that align with organizational goals. This role requires the collection and analysis of crucial financial and regulatory data for various stakeholders. The Financial Analyst is detail-oriented and committed to remaining informed about the latest financial regulations and market trends, and takes the initiative to compile and present necessary compliance-related information for specific projects. Strong teamwork is essential, as this position often collaborates with multiple divisions to ensure adherence to financial guidelines.",
"The Wealth Management Associate plays a crucial role in supporting client-facing teams, investment product teams, and senior advisors in developing and implementing tailored investment strategies that meet client objectives. This position involves the accurate and timely collection of essential client and market data for various teams. The Wealth Management Associate is detail-oriented and proactive in staying informed about current economic conditions and investment products, and actively works to organize and present relevant information for specific clients. Strong collaboration skills are essential, as this role frequently involves working with different departments to provide comprehensive investment guidance.",
"The Nursing Services Director is accountable for leading the strategic planning, management, and evaluation of nursing services within the organization. This role involves forecasting nursing workforce needs and effectively assigning staff to ensure an optimal mix of skills across various departments. The Nursing Services Director collaborates with the nursing team to enhance performance and retention, while also focusing on succession planning for future leadership roles. Additionally, this position includes overseeing the budgetary allocations for nursing services to ensure responsible financial management, as well as ensuring that nursing departments are prepared for emergencies. The director monitors nursing practice performance and departmental key performance indicators, driving initiatives for quality improvement, productivity, and innovation in nursing care. This role spans a diverse range of environments, from acute care to community health settings. Candidates should exhibit resourcefulness, strong change management capabilities, and possess leadership skills that foster a supportive learning atmosphere."
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4] 
