Model: dshvadskiy/finetuned-bge-base-en
Author: dshvadskiy
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 : Gandalf
Category: Financial Services, Consulting
Department: Finance
Location: Singapore
Amount: 457.29
Card: Financial Advisory Services
Trip Name: unknown

sentences: 
Name : InterGlobal Tech
Category: Business Software Solutions, Data Processing Services
Department: Marketing
Location: New York, NY
Amount: 1249.95
Card: Marketing Automation Tools
Trip Name: unknown
, 
Name : Nuvotek Solutions
Category: Consulting Services, Managed IT Services
Department: Information Security
Location: Berlin, Germany
Amount: 879.65
Card: Annual Cybersecurity Resilience Program
Trip Name: unknown
, 
Name : Omega Systems Inc.
Category: Integrated Business Solutions, Enterprise Software Sales
Department: Research & Development
Location: Oslo, Norway
Amount: 1943.75
Card: AI Development Suite
Trip Name: unknown
, source_sentence: 
Name : NexGen Fiscal Systems
Category: Financial Software Solutions, Revenue Management Services
Department: Finance
Location: San Francisco, CA
Amount: 2749.95
Card: Q4 Revenue Optimization Initiative
Trip Name: unknown

sentences: 
Name : GlobalRes Workforce Solutions
Category: Remote Work Platforms, HR Technology Vendors
Department: Engineering
Location: Barcelona, Spain
Amount: 1894.27
Card: Hybrid Work Enablement
Trip Name: unknown
, 
Name : InterLang Solutions
Category: Language Interpretation Services, Remote Collaboration Tools
Department: HR
Location: Tokyo, Japan
Amount: 1642.59
Card: Diversity & Inclusion Initiatives
Trip Name: unknown
, 
Name : CovaRisk Consulting
Category: Risk Advisory, Financial Services
Department: Legal
Location: Toronto, Canada
Amount: 1124.37
Card: Assurance Payment
Trip Name: unknown
, source_sentence: 
Name : Optix Global
Category: Digital Storage Solutions, Office Essentials Provider
Department: All Departments
Location: Tokyo, Japan
Amount: 568.77
Card: Monthly Office Needs
Trip Name: unknown

sentences: 
Name : Digital Wave Solutions
Category: IT Infrastructure Services, Data Analytic Platforms
Department: Finance
Location: San Francisco, CA
Amount: 1748.92
Card: Annual Data Management & Reporting
Trip Name: unknown
, 
Name : Analytix Global Solutions
Category: Business Intelligence Services, Regulatory Compliance Tools
Department: Finance
Location: London, UK
Amount: 1323.67
Card: Financial Compliance Enhancement
Trip Name: unknown
, 
Name : Daesung Enterprises
Category: Catering Services, Event Management
Department: Sales
Location: Lisbon, Portugal
Amount: 375.45
Card: Q4 Client Engagement Events
Trip Name: unknown
, source_sentence: 
Name : Kanzan Solutions
Category: Consulting Services, Business Advisory
Department: Legal
Location: Tokyo, Japan
Amount: 3900.75
Card: Quarterly Compliance Review
Trip Name: unknown

sentences: 
Name : Alta Via Mix
Category: Airline Catering, Luxury Travel Services
Department: Executive
Location: Milan, Italy
Amount: 1925.49
Card: Executive Incentive Program
Trip Name: Annual Leadership Summit
, 
Name : RBS
Category: Financial Services, Business Consultancy
Department: Finance
Location: Toronto, Canada
Amount: 1134.28
Card: Cross-Border Transaction Facilitation
Trip Name: unknown
, 
Name : InnovaThink Global
Category: Management Consultancy, Technical Training Services
Department: HR
Location: Zurich, Switzerland
Amount: 1675.32
Card: Innovation and Efficiency Program
Trip Name: unknown
, source_sentence: 
Name : NetWise Solutions
Category: Data Transfer Services, Digital Infrastructure
Department: Product
Location: Singapore
Amount: 1579.42
Card: Global Network Enhancement
Trip Name: unknown

sentences: 
Name : Fernández & Co. Services
Category: Property Management, Facility Services
Department: Office Administration
Location: Madrid, Spain
Amount: 1245.67
Card: Monthly Facility Operations
Trip Name: unknown
, 
Name : AeroDyn Research
Category: Research Services, Data Analysis
Department: Research & Development
Location: Amsterdam, Netherlands
Amount: 2457.42
Card: Annual Innovation Assessment
Trip Name: unknown
, 
Name : Global Horizon Travel
Category: Travel Services, Package Deals
Department: Sales
Location: Tokyo, Japan
Amount: 1199.75
Card: Annual Sales Retreat
Trip Name: Sales Strategy Summit

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: 0.8413461538461539
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 0.8605769230769231
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 0.8605769230769231
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: 0.9242424242424242
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0.07575757575757576
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 0.9545454545454546
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 0.9242424242424242
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 0.9545454545454546
name: Max Accuracy
verified: no
Likes: 0 | All-time downloads: 78
Created: 2025-02-11 02:35:03