Model: llazio/finetuned-bge-base-en
Author: llazio
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:1056, 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:1056, loss:BatchSemiHardTripletLoss
base_model: BAAI/bge-base-en
widget: source_sentence: 
Name : LearnTech Innovations
Category: Educational Software, Professional Development Solutions
Department: IT Operations
Location: Tokyo, Japan
Amount: 1523.45
Card: Technology Faculty Enhancement Series
Trip Name: unknown

sentences: 
Name : OptiNet Solutions
Category: Strategic Infrastructure Consulting, Advanced Data Solutions
Department: Engineering
Location: London, UK
Amount: 1289.99
Card: Next-Gen Network Design
Trip Name: unknown
, 
Name : SkillsBox Academy
Category: Online Education, Employee Training Platforms
Department: Engineering
Location: Chicago, IL
Amount: 1298.5
Card: Skill Development for New Technologies
Trip Name: unknown
, 
Name : Yue Hua
Category: HR & Employment Services
Department: Engineering
Location: Berlin, Germany
Amount: 3567.45
Card: Talent Acquisition Enhancement
Trip Name: unknown
, source_sentence: 
Name : Interlink Global Solutions
Category: Training Platforms, Professional Networking Services
Department: HR
Location: San Francisco, CA
Amount: 1342.55
Card: Executive Leadership Development
Trip Name: unknown

sentences: 
Name : Quantifire Insights
Category: Predictive Analytics Solutions
Department: Marketing
Location: Zurich, Switzerland
Amount: 1275.58
Card: Customer Engagement Enhancement
Trip Name: unknown
, 
Name : Insight Analytics
Category: Data Services & Analytics, Employee Training & Development
Department: Marketing
Location: Berlin, Germany
Amount: 873.29
Card: Market Research Initiative
Trip Name: unknown
, 
Name : GlobalSafe Solutions
Category: Risk Management Consultancy, International Insurance Brokerage
Department: Finance
Location: Zurich, Switzerland
Amount: 1175.65
Card: Annual Risk Assessment
Trip Name: unknown
, source_sentence: 
Name : SkyScale Services
Category: Global IT Solutions, Platform Integration
Department: IT Operations
Location: Dublin, Ireland
Amount: 1492.54
Card: Annual Platform Enhancement
Trip Name: unknown

sentences: 
Name : InterGlobe Connect
Category: Financial Services, Data Connectivity
Department: Finance
Location: London, UK
Amount: 152.79
Card: Overseas Financial Operations
Trip Name: unknown
, 
Name : SkyElevate Group
Category: Luxury Travel Services, Corporate Event Planning
Department: Executive
Location: Dubai, UAE
Amount: 2113.47
Card: Executive Strategy Retreat
Trip Name: Board of Directors Retreat
, 
Name : GlobalRes Workforce Solutions
Category: Remote Work Platforms, HR Technology Vendors
Department: Engineering
Location: Barcelona, Spain
Amount: 1894.27
Card: Hybrid Work Enablement
Trip Name: unknown
, 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 : 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 : RBS
Category: Financial Services, Business Consultancy
Department: Finance
Location: Toronto, Canada
Amount: 1134.28
Card: Cross-Border Transaction Facilitation
Trip Name: unknown
, 
Name : HexaGuard Systems
Category: Enterprise Software Solutions, Network Infrastructure Services
Department: IT Operations
Location: Toronto, Canada
Amount: 1254.78
Card: Integrated Security Enhancement Plan
Trip Name: unknown
, source_sentence: 
Name : SMRT
Category: Public Transportation, Transit Services
Department: Sales
Location: Los Angeles, CA
Amount: 85.0
Card: Sales Team Travel Budget
Trip Name: unknown

sentences: 
Name : Wellness Haven
Category: Employee Health Programs, Professional Development
Department: HR
Location: Munich, Germany
Amount: 762.35
Card: Corporate Wellness Initiatives
Trip Name: unknown
, 
Name : Elastic Habitat Solutions
Category: Cloud Enhancement Services, Data Analytics Tools
Department: IT Operations
Location: London, UK
Amount: 1489.57
Card: Scalable Data Initiative
Trip Name: unknown
, 
Name : NexaCloud Technologies
Category: Implement Services, Cloud Solutions
Department: IT Operations
Location: Berlin, Germany
Amount: 1490.65
Card: Cloud Optimization Initiative
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: 0.9753787878787878
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0.02462121212121212
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 0.9753787878787878
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 0.9753787878787878
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 0.9753787878787878
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: 0.9813432835820896
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0.018656716417910446
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 0.9850746268656716
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 0.9813432835820896
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 0.9850746268656716
name: Max Accuracy
verified: no
Likes: 1 | All-time downloads: 14
Created: 2025-02-15 06:38:23