Model: trbeers/distilroberta-base-nli-v0.1
Author: trbeers
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, roberta, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:4068, 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:4068, 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: Proficiency in C# scripting is essential for creating custom scripts and extensions to enhance ABBYY FlexiCapture and ABBYY Vantage functionality.
sentences: Successfully presented financial reports to executives, Worked on improving user interfaces using HTML and CSS, Created extensions to optimize data capture processes, source_sentence: Knowledgeable in supporting Cyber Security Operations and investigation requests.
sentences: Assisted in incident response for security breaches, Coordinated communication strategies for corporate events, Developed mobile applications for e-commerce, source_sentence: Bachelor’s degree in Human Resources, Business Administration, Finance or related field
sentences: prepared monthly production reports for management meetings, Bachelor of Science in Human Resources Management, Completed a course in Marketing Strategy, source_sentence: A strong interest in photography or videography is necessary for this role.
sentences: produced short promotional videos for social media platforms, Conducted training sessions for new software implementations, conducted market research on competitor strategies, source_sentence: Ability to work both independently and as part of a collaborative team.
sentences: Worked in isolation and avoided team interactions, Participated in team meetings and contributed to group problem-solving, Authored clear documentation for complex data processes
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: 0.7992382726015851
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8047353015653143
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.7959439027738936
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.7940263609217374
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.7957522013263527
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.7941887779903888
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.5317541949973523
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.5390259111701268
name: Spearman Dot
verified: no, type: pearson_max
value: 0.7992382726015851
name: Pearson Max
verified: no, type: spearman_max
value: 0.8047353015653143
name: Spearman Max
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.7508747335014652
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7343818974365368
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.7429083946804279
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.7262987823076023
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.7419896002102524
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.7250585009844766
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.4701047985009806
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.47577938055391156
name: Spearman Dot
verified: no, type: pearson_max
value: 0.7508747335014652
name: Pearson Max
verified: no, type: spearman_max
value: 0.7343818974365368
name: Spearman Max
verified: no
Likes: 0 | All-time downloads: 9
Created: 2024-07-29 12:19:01