FranciscoLozDataScience commited on
Commit
aed8466
1 Parent(s): cdba063

added content about the data fields since the dataset viewer is not working

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Files changed (2) hide show
  1. README.md +20 -0
  2. smokedataset_QA.py +0 -2
README.md CHANGED
@@ -39,6 +39,26 @@ This dataset was forked from [sagecontinuum/smokedataset](https://huggingface.co
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  - **Homepage:** [Sage Continuum](https://sagecontinuum.org/)
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  # Scoring
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  The multiple choice portion of the question is scored by overall accuracy (# of correctly answered questions/total questions). The question can also be open-ended by eliminating the choice portion.
 
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  - **Homepage:** [Sage Continuum](https://sagecontinuum.org/)
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+ ### Data Instances
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+
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+ A data point comprises an image, its classification label, a prompt, and mulitple choices.
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+
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+ ```
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+ {
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+ 'image': <PIL.JpegImagePlugin.JpegImageFile image mode=RGB size=224x224 at 0x1215D0C50>,
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+ 'label': 'smoke',
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+ 'Prompt': 'What is shown in the image?'
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+ 'choice': ['cloud', 'other', 'smoke']
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+ }
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+ ```
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+
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+ ### Data Fields
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+
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+ - `image`: A `PIL.Image.Image` object containing the image.
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+ - `label`: the expected class label of the image.
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+ - `Prompt`: the prompt that will be sent to the LLM.
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+ - `choice`: the choices that the LLM can choose from.
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+
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  # Scoring
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  The multiple choice portion of the question is scored by overall accuracy (# of correctly answered questions/total questions). The question can also be open-ended by eliminating the choice portion.
smokedataset_QA.py CHANGED
@@ -29,8 +29,6 @@ _CHOICES = _NAMES
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  class smokedataset_QA(datasets.GeneratorBasedBuilder):
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- VERSION = datasets.Version("1.1.0")
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-
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  def _info(self):
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  return datasets.DatasetInfo(
 
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  class smokedataset_QA(datasets.GeneratorBasedBuilder):
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  def _info(self):
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  return datasets.DatasetInfo(