microsoft
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xtremedistil-l6-h384-uncased

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feature-extraction

Inference Endpoints

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subho commited on Jun 8, 2021

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@@ -21,7 +21,9 @@ The following table shows the results on GLUE dev set and SQuAD-v2.
 | TinyBERT    | 66     | 2x       | 83.5 | 90.5 | 90.6 | 72.2 | 91.6 | 88.4 | 73.1   | 84.3 |
 | MiniLM      | 66     | 2x       | 84.0   | 91.0   | 91.0   | 71.5 | 92.0   | 88.4 | 76.4   | 84.9  |
 | MiniLM      | 22     | 5.3x     | 82.8 | 90.3 | 90.6 | 68.9 | 91.3 | 86.6 | 72.9   | 83.3 |
-| XtremeDistil   | 22     | 5.3x     | 85.4 | 90.3 | 91.0   | 80.9 | 92.3 | 90.0   | 76.6   | 86.6 |
 Tested with `tensorflow 2.3.1, transformers 4.1.1, torch 1.6.0`

 | TinyBERT    | 66     | 2x       | 83.5 | 90.5 | 90.6 | 72.2 | 91.6 | 88.4 | 73.1   | 84.3 |
 | MiniLM      | 66     | 2x       | 84.0   | 91.0   | 91.0   | 71.5 | 92.0   | 88.4 | 76.4   | 84.9  |
 | MiniLM      | 22     | 5.3x     | 82.8 | 90.3 | 90.6 | 68.9 | 91.3 | 86.6 | 72.9   | 83.3 |
+| XtremeDistil-l6-h256   | 13     | 8.7x     | 83.9 | 89.5 | 90.6   | 80.1 | 91.2 | 90.0   | 74.1   | 85.6 |
+| XtremeDistil-l6-h384   | 22     | 5.3x     | 85.4 | 90.3 | 91.0   | 80.9 | 92.3 | 90.0   | 76.6   | 86.6 |
+| XtremeDistil-l12-h384   | 33     | 2.7x     | 87.2 | 91.9 | 91.3   | 85.6 | 93.1 | 90.4   | 80.2   | 88.5 |
 Tested with `tensorflow 2.3.1, transformers 4.1.1, torch 1.6.0`