Create README.md

README.md

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+Trained on the SQuAD v1.1 dataset from the MRQA Shared Task. The public dev set was divided into two: one for dev and one for test.
+
+Dev results:
+"eval_exact_match": 88.15914715400723,
+"eval_f1": 93.91715796563734,
+"eval_samples": 5291
+
+Test results:
+"test_exact_match": 86.52455272173582,
+"test_f1": 92.92134442432088
+"predict_samples": 5294
+
+More info in the paper: MetaQA: Combining Expert Agents for Multi-Skill Question Answering
+https://arxiv.org/abs/2112.01922