Model: labdmitriy/finetuned-bge-base-en-v1.5
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-v1.5, base_model:finetune:BAAI/bge-base-en-v1.5, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: BAAI/bge-base-en-v1.5
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:208, loss:BatchSemiHardTripletLoss
base_model: BAAI/bge-base-en-v1.5
widget: source_sentence: 
Name : ArgoMaintenance
Category: Office Equipment Repair, Consulting Services
Department: Office Administration
Location: Lisbon, Portugal
Amount: 345.67
Card: Quarterly Equipment Review
Trip Name: unknown

sentences: 
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
, 
Name : Midnight Brasserie
Category: Culinary Experience, Event Catering
Department: Marketing
Location: Paris, France
Amount: 456.87
Card: Quarterly Team Building
Trip Name: Summer Collaboration Retreat
, 
Name : ComplyTech Solutions
Category: Regulatory Software, Consultancy Services
Department: Compliance
Location: Brussels, Belgium
Amount: 1095.45
Card: Regulatory Compliance Optimization Plan
Trip Name: unknown
, source_sentence: 
Name : Casa del Camino
Category: Boutique Hotel, Travel Services
Department: Marketing
Location: Laguna Beach, CA
Amount: 842.67
Card: Team Retreat Planning
Trip Name: Annual Strategy Offsite

sentences: 
Name : Yue Hua
Category: HR & Employment Services
Department: Engineering
Location: Berlin, Germany
Amount: 3567.45
Card: Talent Acquisition Enhancement
Trip Name: unknown
, 
Name : Global Insight Seminars
Category: Corporate Training, Event Management Services
Department: HR
Location: London, UK
Amount: 2499.95
Card: Leadership Development Conference
Trip Name: unknown
, 
Name : Globetrotter Partners
Category: Lodging Services, Corporate Retreat Planning
Department: Executive
Location: Banff, Canada
Amount: 1559.75
Card: Leadership Development Seminar
Trip Name: unknown
, source_sentence: 
Name : TechSupply Inc.
Category: Electronics Retail, Supply Chain
Department: Research & Development
Location: Berlin, Germany
Amount: 742.45
Card: New Prototype Equipment
Trip Name: unknown

sentences: 
Name : Stanford Graphics
Category: Printed Materials, Corporate Identity Design
Department: Office Administration
Location: London, UK
Amount: 348.79
Card: Annual Business Stationery Restock
Trip Name: unknown
, 
Name : SkillAdvance Academy
Category: Online Learning Platform, Professional Development
Department: Engineering
Location: Austin, TX
Amount: 1875.67
Card: Continuous Improvement Initiative
Trip Name: unknown
, 
Name : ZetaCore Dynamics
Category: Enterprise Workflow Solutions, Cloud Computing Services
Department: Engineering
Location: Toronto, Canada
Amount: 2984.37
Card: Operational Efficiency Suite
Trip Name: unknown
, source_sentence: 
Name : Gandalf
Category: Financial Services, Consulting
Department: Finance
Location: Singapore
Amount: 457.29
Card: Financial Advisory Services
Trip Name: unknown

sentences: 
Name : City Shuttle Services
Category: Transportation, Logistics
Department: Sales
Location: San Francisco, CA
Amount: 85.0
Card: Sales Team Travel Fund
Trip Name: Client Meeting in Bay Area
, 
Name : RBC
Category: Transaction Processing, Financial Services
Department: Finance
Location: Limassol, Cyprus
Amount: 843.56
Card: Quarterly Financial Management
Trip Name: unknown
, 
Name : BuroPro Services
Category: Facilities Management, Maintenance Solutions
Department: Office Administration
Location: Berlin, Germany
Amount: 879.99
Card: Monthly Equipment Oversight
Trip Name: unknown
, source_sentence: 
Name : Otter.ai
Category: Software and Subscriptions
Department: Customer Success
Location: Toronto, ON
Amount: 1289.75
Card: Sales Team Software Budget
Trip Name: unknown

sentences: 
Name : TechSavvy Solutions
Category: Software Services, Online Subscription
Department: Engineering
Location: Austin, TX
Amount: 1200.0
Card: Annual Engineering Tools Budget
Trip Name: unknown
, 
Name : Baku
Category: Ride Sharing
Department: Sales
Location: Baku, Azerbaijan
Amount: 1247.88
Card: Client Engagement Activities
Trip Name: unknown
, 
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

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-v1.5
results: task: type: triplet
name: Triplet
dataset: name: bge base en v1.5 train
type: bge-base-en-v1.5-train
metrics: type: cosine_accuracy
value: 0.8461538461538461
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0.15384615384615385
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 0.8509615384615384
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 0.8461538461538461
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 0.8509615384615384
name: Max Accuracy
verified: no, task: type: triplet
name: Triplet
dataset: name: bge base en v1.5 eval
type: bge-base-en-v1.5-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, 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: 2025-02-12 16:41:10