Model: trbeers/distilroberta-base-nli-v0
Author: trbeers
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, roberta, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:2036, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:1705.00652, 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:2036, loss:MultipleNegativesRankingLoss
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: Proven ability to establish and lead complex projects and programs within a multilayered, hierarchical organization.
sentences: Managed multiple concurrent projects in a large healthcare organization, Assisted in project documentation without direct management responsibilities, Skilled in creating presentations using Microsoft PowerPoint, source_sentence: Experience in evaluating and planning projects to minimize scheduled overtime requirements.
sentences: Validated release packages and coordinated Salesforce release cycles, Oversaw daily housekeeping operations, Successfully managed facility renovation projects to reduce overtime, source_sentence: Candidates should have significant experience in a commercial construction environment, ideally with a minimum of 10 years in the field.
sentences: Built strong partnerships with cross-functional teams to deliver projects, over 12 years of experience managing commercial construction projects, 2 years of experience in residential construction, source_sentence: Possession of strong leadership skills in a Workday professional context.
sentences: 3 years of experience with cardiac mapping technologies, Managed Workday implementation projects and trained team members, Developed marketing strategies for new products, source_sentence: Ability to manage TikTok Shop setup and troubleshoot operational issues effectively.
sentences: Troubleshot various operational issues during the setup of a TikTok Shop, Handled customer support queries for social media platforms, Consistently maintained client trust through transparent communication
pipeline_tag: sentence-similarity
model-index: name: SentenceTransformer based on distilbert/distilroberta-base
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts dev
type: sts-dev
metrics: type: pearson_cosine
value: 0.7648934072908906
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7804762875391312
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.7679148495261325
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.76763834201618
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.7662522690859208
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.7664213152704937
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.45916097674624634
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.4523102899073801
name: Spearman Dot
verified: no, type: pearson_max
value: 0.7679148495261325
name: Pearson Max
verified: no, type: spearman_max
value: 0.7804762875391312
name: Spearman Max
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.716782585664628
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7026933640919135
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.7172025512970919
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.6972416685539203
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.7148825937289236
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.6948642143635732
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.4194725128577338
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.4186318420591598
name: Spearman Dot
verified: no, type: pearson_max
value: 0.7172025512970919
name: Pearson Max
verified: no, type: spearman_max
value: 0.7026933640919135
name: Spearman Max
verified: no
Likes: 0 | All-time downloads: 8
Created: 2024-07-23 12:15:04