Model: vijay-delete/finetuned-transaction-classification-bge-base-en
Author: vijay-delete
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:685, 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:685, loss:BatchSemiHardTripletLoss
base_model: BAAI/bge-base-en
widget: source_sentence: 
Name : TRAVEL HORIZON CONSULTANCY
Category: Travel, Consulting & Professional Fees
Department: Corporate Affairs
Location: Amsterdam, Netherlands
Amount: 874.99
Card: Global Strategy Meetings
Trip Name: Annual Stakeholders Retreat

sentences: 
Name : INTERNATIONAL CLOUD CONNECT
Category: Telecommunications, Cloud Services & Hosting
Department: IT Services
Location: New York, NY
Amount: 1875.45
Card: IT Infrastructure
Trip Name: unknown
, 
Name : GLOBAL CONNECTIVITY SERVICES
Category: Telecommunications, Cloud Services & Hosting
Department: IT Infrastructure
Location: London, UK
Amount: 895.63
Card: Global IT Operations Fund
Trip Name: unknown
, 
Name : TECHIE HOMES INNOVATIONS
Category: Office Supplies, Smart Home Technology
Department: Facilities Management
Location: Chicago, IL
Amount: 498.75
Card: Office Modernization
Trip Name: unknown
, source_sentence: 
Name : Café Cultura
Category: Meals & Entertainment, Consulting & Professional Fees
Department: Client Relations
Location: Barcelona, Spain
Amount: 654.75
Card: Client Catch-Up Meeting
Trip Name: unknown

sentences: 
Name : Telelink Solutions
Category: Telecommunications, Cloud Services & Hosting
Department: IT Services
Location: Dublin, Ireland
Amount: 602.77
Card: Voice and Data Integration Project
Trip Name: unknown
, 
Name : Cafe Artisan Revue
Category: Meals & Entertainment, Consulting & Professional Fees
Department: Corporate Events
Location: Barcelona, Spain
Amount: 862.45
Card: Team Building Lunch
Trip Name: unknown
, 
Name : Aether Travel & Logistics
Category: Travel, Meals & Entertainment
Department: Business Development
Location: London, UK
Amount: 947.68
Card: Vendor Relationship Management
Trip Name: Annual Partnership Conference 2023
, source_sentence: 
Name : ASEA TOUCH SERVICES
Category: Shipping & Postage, Consulting & Professional Fees
Department: International Logistics
Location: Osaka, Japan
Amount: 1229.49
Card: Global Shipping Optimization
Trip Name: unknown

sentences: 
Name : Apex Courier Services
Category: Shipping & Postage, Cloud Services & Hosting
Department: Logistics & IT
Location: Toronto, Canada
Amount: 1142.78
Card: Global Operations Fund
Trip Name: unknown
, 
Name : Wellness Hub Global
Category: Employee Perks & Benefits, Subscriptions & Memberships
Department: Human Resources
Location: New York, NY
Amount: 612.34
Card: Employee Wellness Initiative
Trip Name: unknown
, 
Name : Global Skill Development Ltd.
Category: Training & Development, Subscriptions & Memberships
Department: Human Resources
Location: Montreal, Canada
Amount: 875.45
Card: Professional Upskilling Initiative
Trip Name: unknown
, source_sentence: 
Name : Expedited Services International
Category: Shipping & Postage, Consulting & Professional Fees
Department: Global Logistics
Location: London, UK
Amount: 764.92
Card: Cross-Border Client Solutions
Trip Name: unknown

sentences: 
Name : Café Cielo
Category: Meals & Entertainment, Consulting & Professional Fees
Department: Client Relations
Location: Barcelona, Spain
Amount: 873.45
Card: Client Engagement Initiative
Trip Name: unknown
, 
Name : Pinnacle Operational Strategies
Category: Consulting & Professional Fees, Training & Development
Department: Business Analysis
Location: Toronto, Canada
Amount: 949.29
Card: Operational Efficiency Program
Trip Name: unknown
, 
Name : Nestle Wellness Center
Category: Employee Perks & Benefits, Meals & Entertainment
Department: Human Resources
Location: Zurich, Switzerland
Amount: 589.67
Card: Company Health Initiative
Trip Name: unknown
, source_sentence: 
Name : Innovative Design Systems GmbH
Category: Consulting & Professional Fees, Computer Hardware & Software
Department: Product Development
Location: Berlin, Germany
Amount: 1423.77
Card: Tech Innovation Fund
Trip Name: unknown

sentences: 
Name : Cultural Cafe & Event Space
Category: Meals & Entertainment, Consulting & Professional Fees
Department: Cultural Initiatives
Location: Paris, France
Amount: 764.32
Card: Art Networking Event
Trip Name: unknown
, 
Name : TechVista Innovations
Category: Computer Hardware & Software, Subscriptions & Memberships
Department: IT Support
Location: Amsterdam, Netherlands
Amount: 1183.49
Card: Annual Software Licensing
Trip Name: unknown
, 
Name : Learning Innovators Group
Category: Consulting & Professional Fees, Training & Development
Department: Human Resources
Location: Chicago, IL
Amount: 359.99
Card: Skills Enhancement Program
Trip Name: unknown

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: 0.997080291970803
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0.00291970802919708
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 0.997080291970803
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 0.997080291970803
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 0.997080291970803
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: 1
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 1
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 1
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 1
name: Max Accuracy
verified: no
Likes: 0 | All-time downloads: 7
Created: 2025-07-17 09:12:38