Is there any guide on how to form a dataset correctly?

#3
by Quazim0t0 - opened

I've never made a text and audio dataset before, is there a guide on how to do this?

I am also having same issue...

I have created dataset, from the parquet viewer it is same data

image.png

but when I execute python createdataset.py getting below error.

Generating train split: 0 examples [02:14, ? examples/s]
Traceback (most recent call last):
File "G:\OPENAI\oprheus_train_dataset\venv\lib\site-packages\datasets\builder.py", line 1855, in _prepare_split_single
for _, table in generator:
File "G:\OPENAI\oprheus_train_dataset\venv\lib\site-packages\datasets\packaged_modules\parquet\parquet.py", line 93, in _generate_tables
for batch_idx, record_batch in enumerate(
File "pyarrow\_dataset.pyx", line 3830, in _iterator
File "pyarrow\_dataset.pyx", line 3436, in pyarrow._dataset.TaggedRecordBatchIterator.next
File "pyarrow\error.pxi", line 155, in pyarrow.lib.pyarrow_internal_check_status
File "pyarrow\error.pxi", line 92, in pyarrow.lib.check_status
pyarrow.lib.ArrowNotImplementedError: Nested data conversions not implemented for chunked array outputs

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
File "G:\OPENAI\oprheus_train_dataset\createdataset.py", line 36, in
ds= load_dataset("parquet", data_files="G:\OPENAI\oprheus_train_dataset\karay_dataset66.parquet", split="train")
File "G:\OPENAI\oprheus_train_dataset\venv\lib\site-packages\datasets\load.py", line 2084, in load_dataset
builder_instance.download_and_prepare(
File "G:\OPENAI\oprheus_train_dataset\venv\lib\site-packages\datasets\builder.py", line 925, in download_and_prepare
self._download_and_prepare(
File "G:\OPENAI\oprheus_train_dataset\venv\lib\site-packages\datasets\builder.py", line 1001, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "G:\OPENAI\oprheus_train_dataset\venv\lib\site-packages\datasets\builder.py", line 1742, in _prepare_split
for job_id, done, content in self._prepare_split_single(
File "G:\OPENAI\oprheus_train_dataset\venv\lib\site-packages\datasets\builder.py", line 1898, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

I have created script to solve this issue, you can check my github.

https://github.com/karayakar/ParquetDatasetCreator

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