Model: curiousabhinav/finetuned-bge-base-en
Author: curiousabhinav
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:208, loss:BatchSemiHardTripletLoss, arxiv:1908.10084, arxiv:1703.07737, base_model:BAAI/bge-base-en, base_model:finetune:BAAI/bge-base-en, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: BAAI/bge-base-en
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:208, loss:BatchSemiHardTripletLoss
base_model: BAAI/bge-base-en
widget: source_sentence: 
Name : EconoTransfer Services
Category: Financial Services, Digital Payment Solutions
Department: Finance
Location: Dublin, Ireland
Amount: 1523.47
Card: Expense Reconciliation Project
Trip Name: unknown

sentences: 
Name : SecureStream Analytics
Category: Data Processing Services, IT Security Solutions
Department: Information Security
Location: Chicago, IL
Amount: 1345.67
Card: Integrated Systems Analysis
Trip Name: unknown
, 
Name : ActiveHealth CoLab
Category: Health Services, Wellness Solutions
Department: HR
Location: Amsterdam, Netherlands
Amount: 745.32
Card: Corporate Wellness Partnership
Trip Name: unknown
, 
Name : InfoQuest Global Ltd.
Category: Business Intelligence Platforms, IT Consulting Solutions
Department: Marketing
Location: Zurich, Switzerland
Amount: 1550.75
Card: Market Penetration Analysis Tool
Trip Name: unknown
, source_sentence: 
Name : CloudBridge Associates
Category: Cloud Solutions, Data Management Services
Department: Research & Development
Location: Berlin, Germany
Amount: 1942.37
Card: Next-Gen Architecture Design
Trip Name: unknown

sentences: 
Name : GlobalCert Systems
Category: Certification Services, Regulatory Consultants
Department: Compliance
Location: Geneva, Switzerland
Amount: 1302.57
Card: Annual Compliance Certification
Trip Name: unknown
, 
Name : Streamline Financial Systems
Category: Financial Management Software, Subscription Analytics
Department: Finance
Location: San Francisco, USA
Amount: 1389.56
Card: Integrated Revenue Solutions
Trip Name: unknown
, 
Name : Caspian Treasury Services
Category: Financial Consulting, International Banking
Department: Finance
Location: Sydney, Australia
Amount: 1580.67
Card: Global Financial Strategy Alignment
Trip Name: unknown
, source_sentence: 
Name : Global Talent Network
Category: HR Consultancy Services, Corporate Event Organizers
Department: HR
Location: Los Angeles, CA
Amount: 1375.65
Card: Leadership Summit Coordination
Trip Name: unknown

sentences: 
Name : CustomerFirst Solutions
Category: Customer Engagement Platforms, Subscription Management Tools
Department: Sales
Location: New York, USA
Amount: 1587.92
Card: Customer Outreach Enhancement
Trip Name: unknown
, 
Name : EquipTech International
Category: Technical Services, Office Solutions
Department: IT Operations
Location: Berlin, Germany
Amount: 1459.95
Card: Multi-Functional Device Optimization
Trip Name: unknown
, 
Name : Vitality Wellness Network
Category: Health & Wellness, Employee Engagement Services
Department: HR
Location: Toronto, Canada
Amount: 304.78
Card: Quarterly Employee Well-Being Package
Trip Name: unknown
, source_sentence: 
Name : InterStep Insight Reports
Category: Data Services, Research Publications
Department: Marketing
Location: Toronto, Canada
Amount: 1248.76
Card: Strategic Market Research
Trip Name: unknown

sentences: 
Name : Interlink Global Solutions
Category: Training Platforms, Professional Networking Services
Department: HR
Location: San Francisco, CA
Amount: 1342.55
Card: Executive Leadership Development
Trip Name: unknown
, 
Name : Connexis Group
Category: Venue Logistics Services, Corporate Membership Consultancy
Department: Sales
Location: Berlin, Germany
Amount: 1478.55
Card: International Trade Show Engagement
Trip Name: unknown
, 
Name : GlobalFitness Unity
Category: Community Health Programs, Corporate Wellness Solutions
Department: Office Administration
Location: Copenhagen, Denmark
Amount: 987.56
Card: Office Health and Wellness Partnership
Trip Name: unknown
, source_sentence: 
Name : BlueHorizon Retreats
Category: Event Planning Services, Executive Travel Arrangements
Department: Executive
Location: Maui, Hawaii
Amount: 2356.5
Card: Annual Leadership Summit
Trip Name: Executive Team Building Retreat

sentences: 
Name : InteractivoPlus
Category: Communication Platforms, Subscription Services
Department: Customer Success
Location: Barcelona, Spain
Amount: 1157.49
Card: Enhanced Communication Channel
Trip Name: unknown
, 
Name : Skyline Digital Solutions
Category: Cloud Management Services, Internet & Network Services
Department: IT Operations
Location: Sydney, Australia
Amount: 1128.37
Card: Global Networking Project
Trip Name: unknown
, 
Name : TransDia Solutions
Category: Automotive Services, Logistics Consulting
Department: Sales
Location: Bordeaux, France
Amount: 1326.47
Card: Client Distribution Coordination
Trip Name: Quarterly Regional Visits

pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy, dot_accuracy, manhattan_accuracy, euclidean_accuracy, max_accuracy
model-index: name: SentenceTransformer based on BAAI/bge-base-en
results: task: type: triplet
name: Triplet
dataset: name: bge base en train
type: bge-base-en-train
metrics: type: cosine_accuracy
value: 0.8605769230769231
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0.13942307692307693
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 0.8653846153846154
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 0.8605769230769231
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 0.8653846153846154
name: Max Accuracy
verified: no, task: type: triplet
name: Triplet
dataset: name: bge base en eval
type: bge-base-en-eval
metrics: type: cosine_accuracy
value: 0.9545454545454546
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0.045454545454545456
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 0.9545454545454546
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 0.9545454545454546
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 0.9545454545454546
name: Max Accuracy
verified: no
Likes: 0 | All-time downloads: 63
Created: 2025-05-30 22:48:58