Create README.md

README.md

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+This dataset contains a slice of 200 samples from the [AG News](https://huggingface.co/datasets/ag_news) dataset (test split). 
+The picked 200 samples are potential misclassifications of the original test data. 
+
+Approach
+* Fine-tune DistilBERT with 10k samples from the training data (out of 120k)
+* Do a forward pass with the model, storing the loss
+* Sort the samples based on the loss
+
+This is a repository for demonstration purposes