Model: lzwcv/finetuned-bge-base-en
Author: lzwcv
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:221, 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:221, loss:BatchSemiHardTripletLoss
base_model: BAAI/bge-base-en
widget: source_sentence: 
Name : Baku
Category: Ride Sharing
Department: Sales
Location: Baku, Azerbaijan
Amount: 1247.88
Card: Client Engagement Activities
Trip Name: unknown

sentences: 
Name : Dome Interactive Designs
Category: Digital Display Solutions, Event Technology Rentals
Department: Sales
Location: Kyoto, Japan
Amount: 1832.34
Card: Virtual Reality Experience Stand
Trip Name: Global Tech Expo 2023
, 
Name : Il Vino e L'Arte
Category: Culinary Experience, Cultural Event Venue
Department: Marketing
Location: Rome, Italy
Amount: 748.32
Card: Cultural Engagement Dinner
Trip Name: unknown
, 
Name : Nordic Assurance Group
Category: Insurance Consulting, Risk Management Services
Department: Legal
Location: Oslo, Norway
Amount: 1225.75
Card: Annual Risk Assessment
Trip Name: unknown
, source_sentence: 
Name : Omni Utility Services
Category: Facility Management, Environmental Consulting
Department: Office Administration
Location: Melbourne, Australia
Amount: 1421.59
Card: Bi-monthly Utility Management
Trip Name: unknown

sentences: 
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
, 
Name : Aperio Global Insights
Category: Strategic Business Consulting, Data Analytics Services
Department: Finance
Location: Chicago, IL
Amount: 3456.78
Card: Global Market Expansion Evaluation
Trip Name: unknown
, 
Name : NetWise Solutions
Category: Data Transfer Services, Digital Infrastructure
Department: Product
Location: Singapore
Amount: 1579.42
Card: Global Network Enhancement
Trip Name: unknown
, source_sentence: 
Name : Sphere Financial Systems
Category: Financial Management Services, International Billing Solutions
Department: Finance
Location: London, United Kingdom
Amount: 856.47
Card: Cross-Border Transaction Reconciliation
Trip Name: unknown

sentences: 
Name : Telestream Innovations
Category: Subscription Services, Internet & Network Services
Department: IT Operations
Location: Amsterdam, Netherlands
Amount: 1389.54
Card: Unified Communications Platform
Trip Name: unknown
, 
Name : Guava Growth Solutions
Category: Employee Engagement Platform, Team Building Activities
Department: HR
Location: San Francisco, USA
Amount: 1346.75
Card: Annual Team Cohesion Initiative
Trip Name: unknown
, 
Name : Anthro Insights
Category: Talent Acquisition Services, Corporate Education Programs
Department: Human Resource
Location: London, UK
Amount: 1440.75
Card: Diversity & Inclusion
Trip Name: unknown
, source_sentence: 
Name : NexGen Comms
Category: Telecom Services, Communications Solutions
Department: Sales
Location: Berlin, Germany
Amount: 879.45
Card: Q2 Client Outreach Program
Trip Name: unknown

sentences: 
Name : Kreutz & Partners
Category: Strategic Consulting
Department: Marketing
Location: Zurich, Switzerland
Amount: 982.75
Card: Digital Growth Strategy
Trip Name: unknown
, 
Name : Vigilant Protec
Category: Consulting Services, Cybersecurity Solutions
Department: Legal
Location: London, UK
Amount: 1987.65
Card: Global Compliance Enhancement
Trip Name: unknown
, 
Name : HelioNet Interactive
Category: Customer Engagement Platforms, Software Development Tools
Department: Product
Location: Vancouver, Canada
Amount: 1367.29
Card: Product Improvement Initiative
Trip Name: unknown
, source_sentence: 
Name : Apex Innovations Group
Category: Business Consulting, Training Services
Department: Executive
Location: Sydney, Australia
Amount: 1575.34
Card: Leadership Development Program
Trip Name: unknown

sentences: 
Name : Freenet AG
Category: Telecommunication Services
Department: IT Operations
Location: Zurich, Switzerland
Amount: 2794.37
Card: Infrastructure Support Services
Trip Name: unknown
, 
Name : CloudFlare Inc.
Category: Internet & Network Services, SaaS
Department: IT Operations
Location: New York, NY
Amount: 2000.0
Card: Annual Cloud Services Budget
Trip Name: unknown
, 
Name : EcoClean Systems
Category: Environmental Services, Industrial Equipment Care
Department: Office Administration
Location: San Francisco, CA
Amount: 952.63
Card: Essential Facility Sustainability
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: 0.8371040723981901
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0.16289592760180996
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 0.8280542986425339
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 0.8371040723981901
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 0.8371040723981901
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: 0.9714285714285714
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: 8
Created: 2025-02-12 11:22:16