SOTA in WikiSQL
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@ -101,7 +101,7 @@ tar -xvzf mqan_decanlp_qa_first.tar.gz
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nvidia-docker run -it --rm -v `pwd`:/decaNLP/ decanlp bash -c "python /decaNLP/predict.py --evaluate validation --path /decaNLP/mqan_decanlp_qa_first --checkpoint_name model.pth --gpu 0"
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nvidia-docker run -it --rm -v `pwd`:/decaNLP/ decanlp bash -c "python /decaNLP/predict.py --evaluate validation --path /decaNLP/mqan_decanlp_qa_first --checkpoint_name model.pth --gpu 0"
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```
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```
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This model is the best MQAN trained on WikiSQL alone. It surpassed the previous state-of-the-art performance by several points on that task.
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This model is the best MQAN trained on WikiSQL alone, which establised [a new state-of-the-art performance by several points on that task](https://github.com/salesforce/WikiSQL).
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```bash
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```bash
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wget https://s3.amazonaws.com/research.metamind.io/decaNLP/pretrained/mqan_wikisql.tar.gz
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wget https://s3.amazonaws.com/research.metamind.io/decaNLP/pretrained/mqan_wikisql.tar.gz
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