Model: fc63/gender_prediction_model_from_text
Author: fc63
Pipeline: text-classification
Library: transformers
Tags: transformers, safetensors, deberta-v2, text-classification, gender, gender-prediction, deberta, en, dataset:samzirbo/europarl.en-es.gendered, dataset:czyzi0/luna-speech-dataset, dataset:czyzi0/pwr-azon-speech-dataset, dataset:sagteam/author_profiling, dataset:kaushalgawri/nptel-en-tags-and-gender-v0, base_model:microsoft/deberta-v3-large, base_model:finetune:microsoft/deberta-v3-large, license:mit, model-index, endpoints_compatible, region:us
Base models (finetune): id: microsoft/deberta-v3-large
Card metadata: language: en
tags: text-classification, gender, gender-prediction, transformers, deberta
license: mit
datasets: samzirbo/europarl.en-es.gendered, czyzi0/luna-speech-dataset, czyzi0/pwr-azon-speech-dataset, sagteam/author_profiling, kaushalgawri/nptel-en-tags-and-gender-v0
metrics: accuracy, f1, precision, recall
base_model: microsoft/deberta-v3-large
pipeline_tag: text-classification
model-index: name: gender_prediction_model_from_text
results: task: type: text-classification
name: Text Classification
metrics: type: f1
value: 0.69
verified: no, type: accuracy
value: 0.69
verified: no
citations: @misc{fc63_gender1_2025,
  title = {Gender Prediction from Text},
  author = {Çoban, Furkan},
  year = {2025},
  howpublished = {\url{https://doi.org/10.5281/zenodo.15619489}},
  note = {DeBERTa-v3-large model fine-tuned on multi-domain gender-labeled texts}
}
Likes: 2 | All-time downloads: 761
Created: 2025-06-07 06:30:14