Model: SamanthaStorm/intentanalyzer
Author: SamanthaStorm
Pipeline: text-classification
Library: transformers
Tags: transformers, pytorch, safetensors, distilbert, text-classification, intent-detection, communication-analysis, multi-label-classification, psychology, nlp, en, dataset:custom, license:mit, model-index, endpoints_compatible, region:us
Card metadata: language: en
license: mit
tags: text-classification, intent-detection, communication-analysis, multi-label-classification, psychology, nlp, transformers
datasets: custom
metrics: f1: 0.77, precision: 0.95, recall: 0.92
model-index: name: IntentAnalyzer
results: task: type: text-classification
name: Multi-Label Intent Detection
dataset: type: custom
name: Communication Intent Dataset
metrics: type: f1_macro
value: 0.77
verified: no, type: f1_trolling
value: 0.94
verified: no, type: f1_constructive
value: 0.99
verified: no
widget: text: You're just a stupid liberal, so your opinion doesn't matter
example_title: Manipulative + Dismissive, text: I understand your concerns, but here's why I disagree
example_title: Constructive Communication, text: Whatever, I don't care about this anymore
example_title: Dismissive Behavior, text: I CAN'T BELIEVE you would say that to me!!!
example_title: Emotionally Reactive, text: If you really loved me, you would support this
example_title: Manipulative Behavior
Likes: 0 | All-time downloads: 85
Created: 2025-07-07 19:00:03