deberta-snips / README.md
kaantureyyen's picture
Create README.md
a5136ab verified
metadata
datasets:
  - benayas/snips
language:
  - en
base_model:
  - microsoft/deberta-v3-small
pipeline_tag: text-classification

DeBERTaV3 (small) finetuned on the SNIPS dataset for intent classification with 5 epochs:

    {
      "epoch": 5.0,
      "eval_accuracy": 0.9299145299145299,
      "eval_f1": 0.9300746034490112,
      "eval_loss": 0.3602432310581207,
      "eval_runtime": 41.4693,
      "eval_samples_per_second": 14.107,
      "eval_steps_per_second": 3.545,
      "step": 430
    }