Model: trbeers/distilroberta-base-nli-v0.2
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: cosine_accuracy, dot_accuracy, manhattan_accuracy, euclidean_accuracy, max_accuracy
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: triplet
name: Triplet
dataset: name: all nli dev
type: all-nli-dev
metrics: type: cosine_accuracy
value: 0.9803536345776032
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0.047151277013752456
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 0.9724950884086444
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 0.9724950884086444
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 0.9803536345776032
name: Max Accuracy
verified: no, type: cosine_accuracy
value: 0.9803536345776032
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0.047151277013752456
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 0.9724950884086444
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 0.9724950884086444
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 0.9803536345776032
name: Max Accuracy
verified: no
Likes: 0 | All-time downloads: 95
Created: 2024-07-29 14:06:49