Model: 3lv27/finetuned-bge-base-en
Author: 3lv27
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 : TransLogix Solutions
Category: Logistics Services, Corporate Travel Management
Department: Sales
Location: Berlin, Germany
Amount: 485.67
Card: Quarterly Client Visit and Logistics Coordination
Trip Name: unknown

sentences: 
Name : Arcsys
Category: Software Solutions, Cloud Services
Department: IT Operations
Location: Berlin, Germany
Amount: 2205.5
Card: Integrated Infrastructure Solutions
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
, 
Name : Infinity Creations
Category: Design Services, Promotional Materials
Department: Sales
Location: Toronto, Canada
Amount: 1583.47
Card: Quarterly Sales Campaign
Trip Name: unknown
, source_sentence: 
Name : Urban Sphere
Category: Utilities Management, Facility Services
Department: Office Administration
Location: New York, NY
Amount: 937.32
Card: Monthly Operations Budget
Trip Name: unknown

sentences: 
Name : Yijie Logistics
Category: Logistics Services
Department: Sales
Location: Berlin, Germany
Amount: 485.67
Card: Quarterly Client Visit and Logistics Coordination
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 : InsightReports Group
Category: Research and Insights, Consulting Services
Department: Marketing
Location: New York, NY
Amount: 1499.89
Card: Market Research
Trip Name: unknown
, source_sentence: 
Name : Highland Summit Group
Category: Event Coordination, Professional Networking
Department: Marketing
Location: San Francisco, CA
Amount: 964.73
Card: Annual Strategy Conference
Trip Name: unknown

sentences: 
Name : TechSupply Inc.
Category: Electronics Retail, Supply Chain
Department: Research & Development
Location: Berlin, Germany
Amount: 742.45
Card: New Prototype Equipment
Trip Name: unknown
, 
Name : Kaleidoscope Interactive
Category: Interactive Software Platforms, Educational Content Distribution
Department: Engineering
Location: London, UK
Amount: 1852.37
Card: Innovative Education Initiative
Trip Name: unknown
, 
Name : Deutsch Mobile
Category: Telecommunications Solutions, Digital Services
Department: IT Operations
Location: Berlin, Germany
Amount: 375.45
Card: Global Communication Framework
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 : IntelliSync Integration
Category: Connectivity Services, Enterprise Solutions
Department: IT Operations
Location: San Francisco, CA
Amount: 1387.42
Card: Global Connectivity Suite
Trip Name: unknown
, 
Name : SysHarmony Integrated Services
Category: System Management, Hardware Support
Department: IT Operations
Location: Dublin, Ireland
Amount: 1189.75
Card: Annual Systems Maximization
Trip Name: unknown
, 
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
, source_sentence: 
Name : CovaRisk Consulting
Category: Risk Advisory, Financial Services
Department: Legal
Location: Toronto, Canada
Amount: 1124.37
Card: Assurance Payment
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 : AlfaTech Systems
Category: Software Integration, Hardware Solutions
Department: IT Operations
Location: Oslo, Norway
Amount: 1128.57
Card: Annual System Revamp
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

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: 0.8557692307692307
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0.14423076923076922
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 0.8798076923076923
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 0.8557692307692307
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 0.8798076923076923
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: 0.9696969696969697
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0.030303030303030304
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 0.9696969696969697
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 0.9696969696969697
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 0.9696969696969697
name: Max Accuracy
verified: no
Likes: 0 | All-time downloads: 9
Created: 2025-03-02 18:05:49