| 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: | |
| ```json | |
| { | |
| "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 | |
| } | |
| ``` | |