Model: trbeers/distilbert-base-uncased-sts
Author: trbeers
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, distilbert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:8137, loss:CosineSimilarityLoss, arxiv:1908.10084, base_model:distilbert/distilbert-base-uncased, base_model:finetune:distilbert/distilbert-base-uncased, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: distilbert/distilbert-base-uncased
Card metadata: library_name: sentence-transformers
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:8137, loss:CosineSimilarityLoss
base_model: distilbert/distilbert-base-uncased
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/distilbert-base-uncased
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts dev
type: sts-dev
metrics: type: pearson_cosine
value: 0.924349195128016
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8484422411286455
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.905333549482094
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.8466001874220329
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.9058195955220477
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.8467373800357263
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.9171267699712237
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.8472543590835093
name: Spearman Dot
verified: no, type: pearson_max
value: 0.924349195128016
name: Pearson Max
verified: no, type: spearman_max
value: 0.8484422411286455
name: Spearman Max
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.9188359916169351
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8446914904867927
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.8975506707051996
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.8409328944635871
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.8980683704843317
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.8413207901292724
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.9108792364321198
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.8438956330799119
name: Spearman Dot
verified: no, type: pearson_max
value: 0.9188359916169351
name: Pearson Max
verified: no, type: spearman_max
value: 0.8446914904867927
name: Spearman Max
verified: no
Likes: 0 | All-time downloads: 99
Created: 2024-07-29 14:26:39