Model: labdmitriy/finetuned-bge-base-en
Author: labdmitriy
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 : SkillAdvance Academy
Category: Online Learning Platform, Professional Development
Department: Engineering
Location: Austin, TX
Amount: 1875.67
Card: Continuous Improvement Initiative
Trip Name: unknown

sentences: 
Name : Black Wolf
Category: Luxury Vehicle Rentals, Corporate Services
Department: Executive
Location: Tokyo, Japan
Amount: 1478.67
Card: Execute Account
Trip Name: Tokyo Summit 2023
, 
Name : Kreutz & Partners
Category: Strategic Consulting
Department: Marketing
Location: Zurich, Switzerland
Amount: 982.75
Card: Digital Growth Strategy
Trip Name: unknown
, 
Name : Nordiska Hosting Collective
Category: Cloud Storage Solutions, Data Security Services
Department: IT Operations
Location: Helsinki, Finland
Amount: 1439.57
Card: Annual Data Management Plan
Trip Name: unknown
, source_sentence: 
Name : FusionLink
Category: Event Management Solutions, Digital Strategy Services
Department: Sales
Location: New York, NY
Amount: 982.75
Card: Product Launch Activation
Trip Name: unknown

sentences: 
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 : SkyHigh Consultancies
Category: Consulting Services, Business Travel Agencies
Department: Sales
Location: Geneva, Switzerland
Amount: 1349.58
Card: Strategic Client Meetings
Trip Name: Global Expansion Initiative
, 
Name : Willink Labs
Category: Consulting Services, Professional Services
Department: Engineering
Location: San Francisco, CA
Amount: 4500.0
Card: Backend Systems Upgrade Analysis
Trip Name: unknown
, source_sentence: 
Name : RBC
Category: Transaction Processing, Financial Services
Department: Finance
Location: Limassol, Cyprus
Amount: 843.56
Card: Quarterly Financial Management
Trip Name: unknown

sentences: 
Name : Kepler Dynamics
Category: Strategic Consultancy, Tech Solutions
Department: Finance
Location: Zurich, Switzerland
Amount: 2375.88
Card: Integration Strategy Review
Trip Name: unknown
, 
Name : Global Interconnectivity Corp
Category: Data Management Services, Network Infrastructure Consultants
Department: Engineering
Location: Zurich, Switzerland
Amount: 1987.54
Card: Unified Communication Rollout
Trip Name: unknown
, 
Name : TechSupply Inc.
Category: Electronics Retail, Supply Chain
Department: Research & Development
Location: Berlin, Germany
Amount: 742.45
Card: New Prototype Equipment
Trip Name: unknown
, source_sentence: 
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

sentences: 
Name : Wunder
Category: Advanced Electronics
Department: Operations
Location: Munich, Germany
Amount: 1643.87
Card: Enterprise Systems Initiative
Trip Name: Q2-MUC-TechOps
, 
Name : Pacific Union Services
Category: Financial Consulting, Subscription Management
Department: Finance
Location: Singapore
Amount: 129.58
Card: Quarterly Financial Account Review
Trip Name: unknown
, 
Name : FirmTrust Advisory
Category: Legal Services, Financial Planning
Department: Executive
Location: London, UK
Amount: 1534.76
Card: Global Expansion Strategy
Trip Name: unknown
, source_sentence: 
Name : ComplyTech Solutions
Category: Regulatory Software, Consultancy Services
Department: Compliance
Location: Brussels, Belgium
Amount: 1095.45
Card: Regulatory Compliance Optimization Plan
Trip Name: unknown

sentences: 
Name : TechXperts Global
Category: IT Services, Consulting
Department: IT Operations
Location: Berlin, Germany
Amount: 987.49
Card: Quarterly System Assessment
Trip Name: unknown
, 
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
, 
Name : Gandalf
Category: Financial Services, Consulting
Department: Finance
Location: Singapore
Amount: 457.29
Card: Financial Advisory Services
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: 0.8076923076923077
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0.19230769230769232
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 0.8076923076923077
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 0.8076923076923077
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 0.8076923076923077
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: 0.9848484848484849
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0.015151515151515152
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 1
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 0.9848484848484849
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 1
name: Max Accuracy
verified: no
Likes: 0 | All-time downloads: 10
Created: 2025-02-12 16:38:02