Model: trbeers/distilroberta-base-sts
Author: trbeers
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, roberta, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:8137, loss:CosineSimilarityLoss, arxiv:1908.10084, base_model:distilbert/distilroberta-base, base_model:finetune:distilbert/distilroberta-base, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: distilbert/distilroberta-base
Card metadata: library_name: sentence-transformers
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:8137, loss:CosineSimilarityLoss
base_model: distilbert/distilroberta-base
metrics: pearson_cosine, spearman_cosine, pearson_manhattan, spearman_manhattan, pearson_euclidean, spearman_euclidean, pearson_dot, spearman_dot, pearson_max, spearman_max
widget: source_sentence: Proficient in chemical or plasma cleaning methods.
sentences: Skilled in circuit board assembly, Created custom reports in Workday for HR metrics, Developed a website using HTML and CSS, source_sentence: Expertise in data modeling, SQL query design, and execution, preferably in the financial services sector.
sentences: over 2 years of working in a retail customer support role, Operated a forklift for material handling, Proficient in crafting SQL queries for large datasets, source_sentence: The ability to collaborate across teams and adapt to a fast-paced environment is highly valued.
sentences: Demonstrated flexibility in meeting tight deadlines while working with cross-functional teams, Processed confidential client documents with high attention to detail, Assisted with quality control checks on finished products, source_sentence: Experience advocating for clients while effectively managing tough conversations.
sentences: Designed responsive web layouts with HTML and CSS, managed BIM coordination projects using Navisworks, Focused solely on administrative tasks without client involvement, source_sentence: Knowledge of medical equipment and veterinary terminology is necessary.
sentences: Conducted electrical system design reviews, Skilled in component sorting for various projects, Worked as a pet trainer for obedience classes
pipeline_tag: sentence-similarity
model-index: name: SentenceTransformer based on distilbert/distilroberta-base
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.8711224171717953
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8269886257122767
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.8510242443923921
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.8224876706713816
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.8563696604724638
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.8221599636921783
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.8482029844070074
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.8223271611305473
name: Spearman Dot
verified: no, type: pearson_max
value: 0.8711224171717953
name: Pearson Max
verified: no, type: spearman_max
value: 0.8269886257122767
name: Spearman Max
verified: no
Likes: 0 | All-time downloads: 105
Created: 2024-07-29 15:27:16