Model: hauzantsaaqif/company_desc_needs
Author: hauzantsaaqif
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:371, loss:CosineSimilarityLoss, arxiv:1908.10084, base_model:sentence-transformers/all-MiniLM-L6-v2, base_model:finetune:sentence-transformers/all-MiniLM-L6-v2, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/all-MiniLM-L6-v2
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:371, loss:CosineSimilarityLoss
base_model: sentence-transformers/all-MiniLM-L6-v2
widget: source_sentence: Our dedicated staff of insurance professionals are here to assist you in securing a life insurance policy to protect you and your loved ones for years to come. With a vast knowledge of our many carriers, we are equipped to shop for the best policy to suit your needs. Our job is to help you navigate through the sea of policy options and clarify any questions or concerns you may have along the way. We've successfully served hundreds of customers and are determined to treat each individual with respect and compassion. Shopping for insurance can be difficult, but our staff does the work for you. Maintain your peace of mind knowing that our insurance professionals have your back. 
sentences: Our company seeks experienced detectives to uncover critical information in ongoing investigations., We are in need of technical assistance to optimize our internal processes., Our company is seeking a trusted automotive partner to provide vehicles and maintenance services., source_sentence: It is a company focused on the Internet technology industry. Operating since 2015, NetcroHosting Technology and Innovation in professional dedicated servers tailored to your needs, is a provider of web hosting services, domain registration, VPS, dedicated servers, colocation, SSL certificate; always providing the best customer service and with a quick response time for each application. It is a 100% committed company, with the vision of being able to offer web hosting services to the digital market with the highest quality standards and at the best price. 
sentences: We are in need of technical assistance to optimize our internal processes., Our company is seeking insurance services to protect against potential financial risks., We are in need of technical assistance to optimize our internal processes., source_sentence: Your Premier Online Fashion Marketplace. Discover a vibrant community where fashion enthusiasts connect, buy, and sell with ease. Whether you're hunting for rare finds or looking to declutter your wardrobe, Bazatify provides a seamless platform for all your fashion needs. With a diverse array of styles and brands, every purchase tells a story. Join us in shaping the future of fashion commerce. Welcome to Bazatify, where style meets opportunity. 
sentences: We are in need of technical assistance to optimize our internal processes., Our company requires fast and efficient electronic repair services to maintain operational efficiency., We are in need of technical assistance to optimize our internal processes., source_sentence: New England Wholesale Fish & Lobster is the largest family owned seafood supplier in Florida. With a family owned business, you can expect personal service and attention to detail above the rest. New England Wholesale Fish & Lobster proudly serves single restaurants, hotels, large-chain restaurants, country clubs, yachts, food trucks and more. Visit website or call for Customer Pick Up hours. 
sentences: Our company is seeking a trusted automotive partner to provide vehicles and maintenance services., Looking for reliable services to improve our business operations and ensure smooth workflow., We need reliable property management services to maintain the comfort and security of our tenants., source_sentence: Our Mission is to lower your overall insurance cost, and to provide one stop service for your insurance protection. We also strive to provide professional, personalized, and efficient service to each and every client. We've been insuring families and businesses in Laredo, McAllen, Edinburg, Mission and surrounding areas in Texas since 1988 and we're looking forward to working with you. 
sentences: Looking for a professional realtor to guide clients through their home buying or selling journey., We need a reliable car dealership to offer our clients top-quality vehicles., We are in need of a comprehensive insurance plan to safeguard our business and assets.
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: pearson_cosine, spearman_cosine
model-index: name: SentenceTransformer based on sentence-transformers/all-MiniLM-L6-v2
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: Unknown
type: unknown
metrics: type: pearson_cosine
value: 0.9371523407064841
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8723003681380804
name: Spearman Cosine
verified: no
Likes: 0 | All-time downloads: 60
Created: 2025-06-26 10:37:18