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README.md

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+---
+language: en
+---
+
+# Sparse BERT base model fine tuned to MNLI (uncased)
+
+Fine tuned sparse BERT base to MNLI (GLUE Benchmark) task from [bert-base-uncased-sparse-70-unstructured](https://huggingface.co/Intel/bert-base-uncased-sparse-70-unstructured).
+<br><br>
+Note: This model requires `transformers==2.10.0`
+
+## Evaluation Results
+    Matched: 82.5%
+    Mismatched: 83.3%
+
+This model can be further fine-tuned to other tasks and achieve the following evaluation results:
+
+| Task | QQP (Acc/F1) | QNLI (Acc) | SST-2 (Acc) | STS-B (Pears/Spear) | SQuADv1.1 (Acc/F1) |
+|------|--------------|------------|-------------|---------------------|--------------------|
+|      |   90.2/86.7  |    90.3    |     91.5    |      88.9/88.6      |      80.5/88.2     |