DEV = False

app.py

@@ -15,7 +15,7 @@ ImageFile.LOAD_TRUNCATED_IMAGES = True
 PngImagePlugin.MAX_TEXT_CHUNK = 1048576 * 10 # this is 10x the amount.
 """
 This code is designed to read in the ImageNet 1K ILSVRC dataset from the Hugging Face Hub, 
-then create a new version of this dataset with {percentage} lines with random labels between 0-9,
+then create a new version of this dataset with {percentage} lines with random labels based on the observed frequencies,
 then upload this new version of the Hugging Face Hub, in the Data Composition organization:
 https://huggingface.co/datasets/datacomp
 """
@@ -23,8 +23,8 @@ https://huggingface.co/datasets/datacomp
 # The number of examples/instances in this dataset is copied from the model card:
 # https://huggingface.co/datasets/ILSVRC/imagenet-1k
 NUM_EXAMPLES = 1281167
+DEV = False
 # Arbitrary small number of dataset examples to look at, only using in devv'ing.
-DEV = True
 DEV_AMOUNT = 10
 if DEV:
     NUM_EXAMPLES = DEV_AMOUNT