Model: trbeers/bert-base-uncased-nli-v0
Author: trbeers
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:2036, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:1705.00652, base_model:google-bert/bert-base-uncased, base_model:finetune:google-bert/bert-base-uncased, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: google-bert/bert-base-uncased
Card metadata: library_name: sentence-transformers
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:2036, loss:MultipleNegativesRankingLoss
base_model: google-bert/bert-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: 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 google-bert/bert-base-uncased
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts dev
type: sts-dev
metrics: type: pearson_cosine
value: 0.7481079446812986
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7505186904322839
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.7554763601200802
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.758901200634132
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.7545320893124581
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.7581291583714751
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.6010864985986635
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.5940811367263572
name: Spearman Dot
verified: no, type: pearson_max
value: 0.7554763601200802
name: Pearson Max
verified: no, type: spearman_max
value: 0.758901200634132
name: Spearman Max
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.7078369274551736
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.6860532079702527
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.7195614364247788
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.6992090523383406
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.7199683293098692
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.699729559217933
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.4876300833689144
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.47135994215107385
name: Spearman Dot
verified: no, type: pearson_max
value: 0.7199683293098692
name: Pearson Max
verified: no, type: spearman_max
value: 0.699729559217933
name: Spearman Max
verified: no
Likes: 0 | All-time downloads: 103
Created: 2024-07-23 13:11:51