Commit ·
ee88ac3
1
Parent(s): c27326d
Create README.md
Browse files
README.md
ADDED
|
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
This dataset contains a slice of 200 samples from the [AG News](https://huggingface.co/datasets/ag_news) dataset (test split).
|
| 2 |
+
The picked 200 samples are potential misclassifications of the original test data.
|
| 3 |
+
|
| 4 |
+
Approach
|
| 5 |
+
* Fine-tune DistilBERT with 10k samples from the training data (out of 120k)
|
| 6 |
+
* Do a forward pass with the model, storing the loss
|
| 7 |
+
* Sort the samples based on the loss
|
| 8 |
+
|
| 9 |
+
This is a repository for demonstration purposes
|