README.md

metadata

datasets:
  - barilan/blog_authorship_corpus
language:
  - en
base_model:
  - microsoft/deberta-v3-small
pipeline_tag: text-classification

DeBERTaV3 (small) finetuned on the Blog Authorship Corpus for age classification using the same age bins as in https://u.cs.biu.ac.il/~koppel/BlogCorpus.htm:

• "10s" blogs (ages 13-17)
• "20s" blogs(ages 23-27)
• "30s" blogs (ages 33-47)

    {
      "epoch": 2.0,
      "eval_accuracy": 0.6252309316442333,
      "eval_f1": 0.6252309316442333,
      "eval_loss": 0.8790310621261597,
      "eval_runtime": 263.0807,
      "eval_samples_per_second": 14.402,
      "eval_steps_per_second": 3.603,
      "step": 858
    }