Model: paulperry/finetuned-bge-base-en
Author: paulperry
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 : 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 : Gartner & Associates
Category: Consulting, Business Services
Department: Legal
Location: San Francisco, CA
Amount: 5000.0
Card: Legal Consultation Fund
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 : Innovative Patents Co.
Category: Intellectual Property Services, Legal Services
Department: Legal
Location: New York, NY
Amount: 3250.0
Card: Patent Acquisition Fund
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 : Agora Services
Category: Office Equipment Maintenance, IT Support & Maintenance
Department: Office Administration
Location: Berlin, Germany
Amount: 877.29
Card: Quarterly Equipment Evaluation
Trip Name: unknown
, 
Name : InsightReports Group
Category: Research and Insights, Consulting Services
Department: Marketing
Location: New York, NY
Amount: 1499.89
Card: Market Research
Trip Name: unknown
, 
Name : Mosaic Technologies
Category: Cloud Solutions Provider, Data Analytics Platforms
Department: R&D
Location: Berlin, Germany
Amount: 1785.45
Card: AI Model Enhancement Project
Trip Name: unknown
, source_sentence: 
Name : Café Del Mar
Category: Catering Services, Event Planning
Department: Sales
Location: Barcelona, ES
Amount: 578.29
Card: Q3 Client Engagement
Trip Name: unknown

sentences: 
Name : Wong & Lim
Category: Technical Equipment Services, Facility Services
Department: Office Administration
Location: Berlin, Germany
Amount: 458.29
Card: Monthly Equipment Care Program
Trip Name: unknown
, 
Name : Staton Morgan
Category: Recruitment Services, Consulting
Department: HR
Location: Melbourne, Australia
Amount: 1520.67
Card: New Hires
Trip Name: unknown
, 
Name : Palace Suites
Category: Hotel Accommodation, Event Outsourcing
Department: Marketing
Location: Amsterdam, NL
Amount: 1278.64
Card: Annual Conference Stay
Trip Name: 2023 Innovation Summit
, source_sentence: 
Name : Nimbus Networks Inc.
Category: Cloud Services, Application Hosting
Department: Research & Development
Location: Austin, TX
Amount: 1134.67
Card: NextGen Application Deployment
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 : Omachi Meitetsu
Category: Transportation Services, Travel Services
Department: Sales
Location: Hakkuba Japan
Amount: 120.0
Card: Quarterly Travel Expenses
Trip Name: unknown
, 
Name : Clarion Data Solutions
Category: Cloud Computing & Data Storage Solutions, Consulting Services
Department: Engineering
Location: Berlin, Germany
Amount: 756.49
Card: Data Management Initiatives
Trip Name: unknown
, source_sentence: 
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

sentences: 
Name : Zero One
Category: Media Production
Department: Marketing
Location: New York, NY
Amount: 7500.0
Card: Sales Operating Budget
Trip Name: unknown
, 
Name : Vitality Systems
Category: Facility Management, Health Services
Department: Office Administration
Location: Chicago, IL
Amount: 347.29
Card: Office Wellness Initiative
Trip Name: unknown
, 
Name : TechSavvy Solutions
Category: Software Services, Online Subscription
Department: Engineering
Location: Austin, TX
Amount: 1200.0
Card: Annual Engineering Tools Budget
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: 0.8173076923076923
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0.18269230769230768
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 0.8221153846153846
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 0.8173076923076923
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 0.8221153846153846
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: 0.5151515151515151
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0.48484848484848486
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 0.5303030303030303
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 0.5151515151515151
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 0.5303030303030303
name: Max Accuracy
verified: no
Likes: 0 | All-time downloads: 67
Created: 2025-03-09 14:17:22