Model: ivanleomk/finetuned-bge-bai
Author: ivanleomk
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: base_model: BAAI/bge-base-en-v1.5
library_name: sentence-transformers
metrics: cosine_accuracy, dot_accuracy, manhattan_accuracy, euclidean_accuracy, max_accuracy
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:208, loss:BatchSemiHardTripletLoss
widget: source_sentence: 
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

sentences: 
Name : Allegro Integrations
Category: Payment Processing Solutions, Financial Technology Services
Department: Finance
Location: Dublin, Ireland
Amount: 1298.75
Card: Bi-annual Financial Systems Audit
Trip Name: unknown
, 
Name : FastLane Transport
Category: Logistics & Transport, Vehicle Services
Department: Sales
Location: Miami, FL
Amount: 158.25
Card: Sales Travel Expenses
Trip Name: unknown
, 
Name : Aperio Global Insights
Category: Strategic Business Consulting, Data Analytics Services
Department: Finance
Location: Chicago, IL
Amount: 3456.78
Card: Global Market Expansion Evaluation
Trip Name: unknown
, source_sentence: 
Name : Pixwise Interactive Solutions
Category: Creative Services, Technology Solutions
Department: Marketing
Location: Munich, Germany
Amount: 1052.75
Card: Digital Innovation Campaign
Trip Name: unknown

sentences: 
Name : GlobalFitness Unity
Category: Community Health Programs, Corporate Wellness Solutions
Department: Office Administration
Location: Copenhagen, Denmark
Amount: 987.56
Card: Office Health and Wellness Partnership
Trip Name: unknown
, 
Name : Prometeo Analytics
Category: Data Analysis Services, Video Production Agency
Department: Marketing
Location: Buenos Aires, Argentina
Amount: 1263.89
Card: Influencer Content Strategy
Trip Name: unknown
, 
Name : Global Talent Network
Category: HR Consultancy Services, Corporate Event Organizers
Department: HR
Location: Los Angeles, CA
Amount: 1375.65
Card: Leadership Summit Coordination
Trip Name: unknown
, source_sentence: 
Name : Wellness Haven
Category: Employee Health Programs, Professional Development
Department: HR
Location: Munich, Germany
Amount: 762.35
Card: Corporate Wellness Initiatives
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 : Infinity Creations
Category: Design Services, Promotional Materials
Department: Sales
Location: Toronto, Canada
Amount: 1583.47
Card: Quarterly Sales Campaign
Trip Name: unknown
, 
Name : Gartner & Associates
Category: Consulting, Business Services
Department: Legal
Location: San Francisco, CA
Amount: 5000.0
Card: Legal Consultation Fund
Trip Name: unknown
, source_sentence: 
Name : Valiant Solutions
Category: Workshop Coordination, Training Services
Department: Engineering
Location: Lisbon, Portugal
Amount: 499.75
Card: Quarterly Skill Development
Trip Name: unknown

sentences: 
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
, 
Name : NexaCloud Technologies
Category: Implement Services, Cloud Solutions
Department: IT Operations
Location: Berlin, Germany
Amount: 1490.65
Card: Cloud Optimization Initiative
Trip Name: unknown
, 
Name : SecureStream Analytics
Category: Data Processing Services, IT Security Solutions
Department: Information Security
Location: Chicago, IL
Amount: 1345.67
Card: Integrated Systems Analysis
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 : TelecomMastery Solutions
Category: Cloud Infrastructure & Hosting, Telecommunications Services
Department: IT Operations
Location: Zurich, Switzerland
Amount: 1583.45
Card: Global Connectivity Enhancement
Trip Name: unknown
, 
Name : Versatile Systems Ltd.
Category: Office Management Solutions, Software Solutions
Department: Office Administration
Location: Tokyo, Japan
Amount: 845.67
Card: Integrated Office Infrastructure
Trip Name: unknown
, 
Name : Nimbus Streamline
Category: Cloud Services, Internet Infrastructure
Department: IT Operations
Location: Berlin, Germany
Amount: 1376.49
Card: Distributed Server Management
Trip Name: unknown

model-index: name: SentenceTransformer based on BAAI/bge-base-en-v1.5
results: task: type: triplet
name: Triplet
dataset: name: ramp finetune eval
type: ramp-finetune-eval
metrics: type: cosine_accuracy
value: 0
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 0
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 0
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 0
name: Max Accuracy
verified: no, type: cosine_accuracy
value: 0
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 0
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 0
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 0
name: Max Accuracy
verified: no, task: type: triplet
name: Triplet
dataset: name: ramp finetune test
type: ramp-finetune-test
metrics: type: cosine_accuracy
value: 0
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 0
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 0
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 0
name: Max Accuracy
verified: no
Likes: 0 | All-time downloads: 13
Created: 2024-11-07 11:40:43