Model: dnth/setfit-riasec-classifier
Author: dnth
Pipeline: text-classification
Library: setfit
Tags: setfit, safetensors, mpnet, sentence-transformers, text-classification, generated_from_setfit_trainer, arxiv:2209.11055, base_model:sentence-transformers/paraphrase-mpnet-base-v2, base_model:finetune:sentence-transformers/paraphrase-mpnet-base-v2, model-index, region:us
Base models (finetune): id: sentence-transformers/paraphrase-mpnet-base-v2
Card metadata: tags: setfit, sentence-transformers, text-classification, generated_from_setfit_trainer
widget: The Operations Lead drives team performance by securing vendor partnerships, managing field equipment budgets, and reallocating resources to meet seasonal project demands; they personally oversee the assembly and maintenance of outdoor signage systems, troubleshoot mechanical failures on-site, and train crews in safe tool operations, while also conceptualizing branded environmental installations that blend functional design with bold visual storytelling to enhance public engagement., The Field Operations Supervisor installs and maintains irrigation systems across rural properties, troubleshoots mechanical failures using hand and power tools, and leads a team of technicians to meet seasonal deployment targets. They coordinate logistics, manage equipment budgets, and motivate crews to maintain high service standards while providing on-site training and support to ensure community agricultural needs are met reliably and compassionately., The Field Maintenance Technician performs routine inspections and repairs on industrial equipment using hand and power tools, troubleshoots mechanical failures on-site, and documents operational conditions in rugged outdoor environments. They analyze performance logs to identify patterns of wear or inefficiency, interpret technical manuals to diagnose complex system anomalies, and apply standardized repair protocols to ensure consistency. They maintain detailed service records, update asset tracking databases, and verify compliance with safety and maintenance schedules., The Program Development Lead drives the design and rollout of employee wellness initiatives, securing buy-in from senior leadership and allocating budget resources to maximize engagement. They mentor team members through personalized coaching sessions, foster inclusive group dynamics, and cultivate a culture of psychological safety. Drawing on creative insight, they conceptualize visually compelling campaign materials, branded storytelling tools, and interactive workshops that turn policy into meaningful human experience., The Data Systems Analyst investigates patterns in organizational performance metrics by designing analytical models, interpreting complex datasets, and recommending data-driven strategies to improve operational efficiency. They lead cross-functional initiatives to align stakeholders with optimization goals, securing buy-in through persuasive presentations and targeted negotiations. They maintain precise records of analytical workflows, ensure adherence to data governance protocols, and standardize reporting templates for consistent quarterly reviews.
metrics: accuracy
pipeline_tag: text-classification
library_name: setfit
inference: yes
base_model: sentence-transformers/paraphrase-mpnet-base-v2
model-index: name: SetFit with sentence-transformers/paraphrase-mpnet-base-v2
results: task: type: text-classification
name: Text Classification
dataset: name: Unknown
type: unknown
split: test
metrics: type: accuracy
value: 0.7666666666666667
name: Accuracy
verified: no
Likes: 0 | All-time downloads: 37
Created: 2025-10-01 12:24:10