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deberta-v3-large

Inference Endpoints

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DeBERTa commited on Dec 8, 2021

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@@ -24,10 +24,6 @@ We present the dev results on SQuAD 2.0 and MNLI tasks.
 | Model             |Vocabulary(K)|Backbone #Params(M)| SQuAD 2.0(F1/EM) | MNLI-m/mm(ACC)|
 |-------------------|----------|-------------------|-----------|----------|
-| RoBERTa-base      |50     |86                 | 83.7/80.5 | 87.6/-   |
-| XLNet-base        |32     |92                 | -/80.2    | 86.8/-   |
-| ELECTRA-base      |30    |86                  | -/80.5    | 88.8/    |
-| DeBERTa-base      |50     |100                |  86.2/83.1| 88.8/88.5|
 | RoBERTa-large     |50     |304                | 89.4/86.5 | 90.2   |
 | XLNet-large       |32     |-                  | 90.6/87.9 | 90.8   |
 | DeBERTa-large     |50     |-                  | 90.7/88.0 | 91.3   |

 | Model             |Vocabulary(K)|Backbone #Params(M)| SQuAD 2.0(F1/EM) | MNLI-m/mm(ACC)|
 |-------------------|----------|-------------------|-----------|----------|
 | RoBERTa-large     |50     |304                | 89.4/86.5 | 90.2   |
 | XLNet-large       |32     |-                  | 90.6/87.9 | 90.8   |
 | DeBERTa-large     |50     |-                  | 90.7/88.0 | 91.3   |