Datasets:

Spycner
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caption_embeddings

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The dataset generation failed because of a cast error

Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 2 new columns ({'id', 'image_id'}) and 1 missing columns ({'image'}).

This happened while the csv dataset builder was generating data using

hf://datasets/Spycner/caption_embeddings/cohere/mscoco_embeddings.csv (at revision ce3f6e407143903c629e4678c8c08bd4672a25dc)

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2011, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2302, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2256, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              image_id: int64
              id: int64
              caption: string
              embedding: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 709
              to
              {'image': Value(dtype='string', id=None), 'caption': Value(dtype='string', id=None), 'embedding': Value(dtype='string', id=None)}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1537, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1106, in stream_convert_to_parquet
                  builder._prepare_split(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1882, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2013, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 2 new columns ({'id', 'image_id'}) and 1 missing columns ({'image'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/Spycner/caption_embeddings/cohere/mscoco_embeddings.csv (at revision ce3f6e407143903c629e4678c8c08bd4672a25dc)
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

image string	caption string	embedding string
1000268201_693b08cb0e.jpg#0	A child in a pink dress is climbing up a set of stairs in an entry way .	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1000268201_693b08cb0e.jpg#1	A girl going into a wooden building .	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1000268201_693b08cb0e.jpg#2	A little girl climbing into a wooden playhouse .	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1000268201_693b08cb0e.jpg#3	A little girl climbing the stairs to her playhouse .	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1000268201_693b08cb0e.jpg#4	A little girl in a pink dress going into a wooden cabin .	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1001773457_577c3a7d70.jpg#1	A black dog and a tri-colored dog playing with each other on the road .	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1001773457_577c3a7d70.jpg#2	A black dog and a white dog with brown spots are staring at each other in the street .	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1001773457_577c3a7d70.jpg#3	Two dogs of different breeds looking at each other on the road .	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1001773457_577c3a7d70.jpg#4	Two dogs on pavement moving toward each other .	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1002674143_1b742ab4b8.jpg#0	A little girl covered in paint sits in front of a painted rainbow with her hands in a bowl .	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1002674143_1b742ab4b8.jpg#1	A little girl is sitting in front of a large painted rainbow .	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1002674143_1b742ab4b8.jpg#2	A small girl in the grass plays with fingerpaints in front of a white canvas with a rainbow on it .	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1002674143_1b742ab4b8.jpg#3	There is a girl with pigtails sitting in front of a rainbow painting .	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Caption Embeddings

This dataset contains the embeddings for the captions of the Flickr8k, MSCOCO and Pascal50s datasets by different embedding models.

The embeddings are split by embedding model / endpoint where the following embedding models were chosen:

cohere -> embed-english-v3.0

openai -> text-embedding-3-small

vertexai(google) -> textembedding-gecko@003

voyageai(anthropic) -> voyage-large-2-instruct

To view the creation process and the usage for the project they were create for, please view https://github.com/OliverGrein/Image-Captioning-6Evaluation/tree/main

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