sentence-transformers How to use Nashhz/SBERT_KFOLD_User_Portfolio_to_Job_Descriptions with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("Nashhz/SBERT_KFOLD_User_Portfolio_to_Job_Descriptions")
sentences = [
"Hello, I am Redoan Ahmad I'm a professional Graphic Designer who finds great joy in creating assets that not only meet the expectations of my clients, but exceed them and add to what has become a delightful portfolio of my work. I am an expert in the field, and specialize in many different aspects of design work, including but not limited to + Logos + Flyers + Brochures + Banners + Icons + Business card + Branding As you can see, I take on projects involving a plethora of different visual assets. I use the Adobe Suite Programs to create and perfect everything I make, both for my clients and on my own time, so I'm incredibly adept at",
"I'm in search of a designer who can help craft a unique and engaging digital portfolio for my company. The desired style of the portfolio is creative and artistic, so I'm looking for someone who can think outside the box and design a portfolio that truly stands out. Key components of the portfolio will include - Client testimonials These will need to be presented in an appealing way that showcases our strong relationships and positive feedback from our clients. - Project case studies I want to highlight some of our best work. This will require a designer who can help distill complex projects into easy-to-understand and visually appealing presentations. Ideal candidates for this project should be experienced in creating digital portfolios and have a strong design background. They should be able to demonstrate a flexible and creative design approach, with a portfolio that reflects a 'creative and artistic' style. Good communication skills are a must, as we will need to collaborate closely to ensure the final product meets our expectations.",
"I need a proficient developer who can replicate a Forex trading software for me. The software needs to include - Real-time data feed The software should provide up-to-the-minute information about the forex market. - Automated trading I want the software to have a feature that allows for trading without human intervention, based on pre-set parameters or algorithms. The final product needs to be compatible with Windows. Ideal candidates for this project should have substantial experience in creating or replicating trading software, particularly in the Forex sector. Knowledge of real-time data processing and automated trading systems is crucial. Please ensure your bid reflects your expertise in this field.",
"I'm seeking a talented graphic designer to assist with a short project. The tasks will include designing a logo, banners, and screenshots, as well as a favicon for our website, app stores, and social media platforms."
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4] 
