Model: dakini/finetuned-bge-base-en
Author: dakini
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:212, 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:212, loss:BatchSemiHardTripletLoss
base_model: BAAI/bge-base-en
widget: source_sentence: 
Name : E27
Category: Event Management Services, Business Conference Coordination
Department: Sales
Location: Berlin, Germany
Amount: 1225.45
Card: Sales Innovation Fund
Trip Name: unknown

sentences: 
Name : BüroComfort
Category: Workspace Solutions, Interior Design Services
Department: Office Administration
Location: Zurich, Switzerland
Amount: 1203.52
Card: Flexible Working Spaces Remodel
Trip Name: unknown
, 
Name : NexusGuard Solutions
Category: Data Protection Tools, IT Support Services
Department: Information Security
Location: New York, USA
Amount: 1957.85
Card: Enterprise Security Revamp
Trip Name: unknown
, 
Name : Pacific Union Services
Category: Financial Consulting, Subscription Management
Department: Finance
Location: Singapore
Amount: 129.58
Card: Quarterly Financial Account Review
Trip Name: unknown
, source_sentence: 
Name : Miller & Gartner
Category: Consulting, Business Expense
Department: Legal
Location: Chicago, IL
Amount: 1500.0
Card: Legal Fund
Trip Name: unknown

sentences: 
Name : TalentSphere Consulting
Category: Professional Networking Solutions, Career Development Platforms
Department: HR
Location: New York, USA
Amount: 1179.42
Card: Leadership Pipeline Expansion
Trip Name: unknown
, 
Name : Rising Tide Solutions
Category: IT Resource Management
Department: Engineering
Location: Amsterdam, Netherlands
Amount: 1423.57
Card: Cloud Transition Project
Trip Name: unknown
, 
Name : Luxe Stay and Events
Category: Hospitality Services, Event Planning
Department: Marketing
Location: London, UK
Amount: 1138.75
Card: Annual Retreat Planning
Trip Name: Team Building Retreat
, source_sentence: 
Name : Creatify Consulting
Category: Brand Strategy Services, Data Consultancy
Department: Marketing
Location: Berlin, Germany
Amount: 2683.45
Card: Market Expansion Analysis
Trip Name: unknown

sentences: 
Name : Cosmic Enterprise Solutions
Category: Cloud Services, Professional Networking
Department: Executive
Location: Zurich, Switzerland
Amount: 1850.55
Card: Strategic Partnership Development
Trip Name: unknown
, 
Name : BlueWave Innovations
Category: Renewable Energy Solutions, Infrastructure Management
Department: Office Administration
Location: Miami, FL
Amount: 935.47
Card: Building Energy Optimization
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 : Skyward Solutions
Category: IT Consultancy, Network Implementation Services
Department: Engineering
Location: Amsterdam, Netherlands
Amount: 1296.35
Card: Next-Gen Network Expansion
Trip Name: unknown

sentences: 
Name : TransFleet Solutions
Category: Logistics Services, Transportation Consulting
Department: Sales
Location: Frankfurt, Germany
Amount: 456.78
Card: Client Engagement Trip
Trip Name: Q3-GER-Sales
, 
Name : Globetrotter Partners
Category: Lodging Services, Corporate Retreat Planning
Department: Executive
Location: Banff, Canada
Amount: 1559.75
Card: Leadership Development Seminar
Trip Name: unknown
, 
Name : IntelliSync Integration
Category: Connectivity Services, Enterprise Solutions
Department: IT Operations
Location: San Francisco, CA
Amount: 1387.42
Card: Global Connectivity Suite
Trip Name: unknown
, source_sentence: 
Name : Quantifire Insights
Category: Predictive Analytics Solutions
Department: Marketing
Location: Zurich, Switzerland
Amount: 1275.58
Card: Customer Engagement Enhancement
Trip Name: unknown

sentences: 
Name : Greenfield Utilities
Category: Utilities Services, Property Management
Department: Office Administration
Location: Denver, CO
Amount: 975.47
Card: Monthly Facilities Expense
Trip Name: unknown
, 
Name : Celo Communications
Category: Telecom Provider, Voice & Data Solutions
Department: IT Operations
Location: Lisbon, Portugal
Amount: 1509.85
Card: Unified Communication Upgrade
Trip Name: unknown
, 
Name : Pardalis Digital
Category: Data Analytics Platform, Professional Networking Service
Department: Sales
Location: Dublin, Ireland
Amount: 1456.75
Card: Sales Intelligence & Networking Platform
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: 0.839622641509434
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0.16037735849056603
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 0.8301886792452831
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 0.839622641509434
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 0.839622641509434
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: 0.9393939393939394
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0.06060606060606061
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 0.9242424242424242
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 0.9393939393939394
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 0.9393939393939394
name: Max Accuracy
verified: no
Likes: 0 | All-time downloads: 8
Created: 2025-02-28 15:29:41