| language: | |
| - en | |
| tags: | |
| - text-classification | |
| metrics: | |
| - accuracy | |
| datasets: | |
| - snli-1.0 | |
| - multi-nli-1.0 | |
| - nli-fever | |
| - anli-v1.0 | |
| ## deberta-v3-large-snli_mnli_fever_anli_R1_R2_R3-nli | |
| #### Datasets | |
| Based on microsoft/deberta-v3-large, this model was trained on the snli-v1.0, multi-nli-1.0, nli-fever and anli-1.0-r1/anli-1.0-r2/anli-1.0-r3 datasets, with the training weights of 1,1,1,10,20,10 respectively. | |
| #### Hyperparameters | |
| learning_rate: 1e-5 | |
| max_length: 156 | |
| batch_size: 16 | |
| warmup_ratio: 0.1 | |
| weight_decay: 0.0 | |
| num_epochs: 2 | |
| #### dev_results | |
| snli-v1.0 | multi-nli-1.0-m | multi-nli-1.0-mm | nli-fever | anli-1.0-r1 | anli-1.0-r2 | anli-1.0-r3 | |
| ----------|-----------------|------------------|-----------|-------------|-------------|------------ | |
| 0.9383 | 0.9144 | 0.9118 | ? | 0.796 | 0.627 | 0.610 | |
| #### test_results |