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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    UnicodeDecodeError
Message:      'utf-8' codec can't decode byte 0xe7 in position 10910: invalid continuation byte
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1607, in _prepare_split_single
                  for key, record in generator:
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 686, in wrapped
                  for item in generator(*args, **kwargs):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/packaged_modules/webdataset/webdataset.py", line 119, in _generate_examples
                  for example_idx, example in enumerate(self._get_pipeline_from_tar(tar_path, tar_iterator)):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/packaged_modules/webdataset/webdataset.py", line 52, in _get_pipeline_from_tar
                  current_example[field_name] = cls.DECODERS[data_extension](current_example[field_name])
                File "/usr/local/lib/python3.9/json/__init__.py", line 341, in loads
                  s = s.decode(detect_encoding(s), 'surrogatepass')
              UnicodeDecodeError: 'utf-8' codec can't decode byte 0xe7 in position 10910: invalid continuation byte
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1412, 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 988, in stream_convert_to_parquet
                  builder._prepare_split(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1486, 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 1643, 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

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__key__
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__url__
string
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image
cultural/aquarium/ADE_train_00001491_parts_2
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001491/instance_022_ADE_train_00001491
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001491/instance_006_ADE_train_00001491
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001491/instance_023_ADE_train_00001491
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001491/instance_017_ADE_train_00001491
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001491/instance_021_ADE_train_00001491
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001491/instance_025_ADE_train_00001491
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001491/instance_000_ADE_train_00001491
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001491/instance_016_ADE_train_00001491
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001491/instance_024_ADE_train_00001491
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001491/instance_018_ADE_train_00001491
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001491/instance_009_ADE_train_00001491
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001491/instance_019_ADE_train_00001491
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001491/instance_004_ADE_train_00001491
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001491/instance_027_ADE_train_00001491
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001491/instance_020_ADE_train_00001491
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001491/instance_029_ADE_train_00001491
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001491/instance_026_ADE_train_00001491
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001491/instance_008_ADE_train_00001491
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001491/instance_001_ADE_train_00001491
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001491/instance_030_ADE_train_00001491
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cultural/aquarium/ADE_train_00001491/instance_005_ADE_train_00001491
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001491/instance_003_ADE_train_00001491
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001491/instance_010_ADE_train_00001491
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cultural/aquarium/ADE_train_00001491/instance_002_ADE_train_00001491
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cultural/aquarium/ADE_train_00001491/instance_007_ADE_train_00001491
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001491/instance_012_ADE_train_00001491
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cultural/aquarium/ADE_train_00001491/instance_028_ADE_train_00001491
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cultural/aquarium/ADE_train_00001491/instance_011_ADE_train_00001491
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cultural/aquarium/ADE_train_00001491/instance_013_ADE_train_00001491
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cultural/aquarium/ADE_train_00001491/instance_014_ADE_train_00001491
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cultural/aquarium/ADE_train_00001491/instance_015_ADE_train_00001491
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cultural/aquarium/ADE_train_00001492
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cultural/aquarium/ADE_train_00022633/instance_003_ADE_train_00022633
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cultural/aquarium/ADE_train_00022633/instance_002_ADE_train_00022633
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cultural/aquarium/ADE_train_00022633/instance_001_ADE_train_00022633
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cultural/aquarium/ADE_train_00022633/instance_000_ADE_train_00022633
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cultural/aquarium/ADE_train_00001495
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cultural/aquarium/ADE_train_00001489
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cultural/aquarium/ADE_train_00001489_seg
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00022634_seg
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cultural/aquarium/ADE_train_00001488
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cultural/aquarium/ADE_train_00001494/instance_004_ADE_train_00001494
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cultural/aquarium/ADE_train_00001494/instance_005_ADE_train_00001494
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cultural/aquarium/ADE_train_00001494/instance_010_ADE_train_00001494
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cultural/aquarium/ADE_train_00001494/instance_011_ADE_train_00001494
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cultural/aquarium/ADE_train_00001494/instance_019_ADE_train_00001494
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cultural/aquarium/ADE_train_00001494/instance_015_ADE_train_00001494
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cultural/aquarium/ADE_train_00001494/instance_017_ADE_train_00001494
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cultural/aquarium/ADE_train_00001494/instance_020_ADE_train_00001494
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cultural/aquarium/ADE_train_00001494/instance_003_ADE_train_00001494
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cultural/aquarium/ADE_train_00001494/instance_013_ADE_train_00001494
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cultural/aquarium/ADE_train_00001494/instance_014_ADE_train_00001494
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cultural/aquarium/ADE_train_00001494/instance_016_ADE_train_00001494
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cultural/aquarium/ADE_train_00001494/instance_000_ADE_train_00001494
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001494/instance_001_ADE_train_00001494
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001494/instance_006_ADE_train_00001494
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001494/instance_012_ADE_train_00001494
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001494/instance_008_ADE_train_00001494
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001494/instance_009_ADE_train_00001494
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001494/instance_018_ADE_train_00001494
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001494/instance_007_ADE_train_00001494
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001494/instance_002_ADE_train_00001494
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00020233_seg
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001490/instance_007_ADE_train_00001490
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001490/instance_006_ADE_train_00001490
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001490/instance_000_ADE_train_00001490
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001490/instance_011_ADE_train_00001490
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001490/instance_009_ADE_train_00001490
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001490/instance_003_ADE_train_00001490
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001490/instance_010_ADE_train_00001490
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001490/instance_004_ADE_train_00001490
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001490/instance_001_ADE_train_00001490
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cultural/aquarium/ADE_train_00001490/instance_008_ADE_train_00001490
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cultural/aquarium/ADE_train_00001490/instance_002_ADE_train_00001490
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cultural/aquarium/ADE_train_00001490/instance_005_ADE_train_00001490
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cultural/aquarium/ADE_train_00001495/instance_002_ADE_train_00001495
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cultural/aquarium/ADE_train_00001495/instance_019_ADE_train_00001495
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001495/instance_024_ADE_train_00001495
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cultural/aquarium/ADE_train_00001495/instance_008_ADE_train_00001495
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cultural/aquarium/ADE_train_00001495/instance_007_ADE_train_00001495
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cultural/aquarium/ADE_train_00001495/instance_012_ADE_train_00001495
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001495/instance_000_ADE_train_00001495
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001495/instance_020_ADE_train_00001495
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cultural/aquarium/ADE_train_00001495/instance_011_ADE_train_00001495
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001495/instance_016_ADE_train_00001495
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cultural/aquarium/ADE_train_00001495/instance_021_ADE_train_00001495
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cultural/aquarium/ADE_train_00001495/instance_022_ADE_train_00001495
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cultural/aquarium/ADE_train_00001495/instance_004_ADE_train_00001495
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001495/instance_001_ADE_train_00001495
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001495/instance_017_ADE_train_00001495
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cultural/aquarium/ADE_train_00001495/instance_009_ADE_train_00001495
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001495/instance_013_ADE_train_00001495
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001495/instance_005_ADE_train_00001495
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001495/instance_006_ADE_train_00001495
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cultural/aquarium/ADE_train_00001495/instance_003_ADE_train_00001495
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001495/instance_010_ADE_train_00001495
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001495/instance_015_ADE_train_00001495
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001495/instance_023_ADE_train_00001495
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
cultural/aquarium/ADE_train_00001495/instance_014_ADE_train_00001495
hf://datasets/yzwang/X2I-in-context-learning@8c9ff019f90aacf1312cc7f951f4495255dcf435/ade/ade.tar.gz
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X2I Dataset

To achieve robust multi-task processing capabilities, it is essential to train the OmniGen on large-scale and diverse datasets. However, in the field of unified image generation, a readily available dataset has yet to emerge. For this reason, we have curated a large-scale unified image generation dataset with unified format for the first time, which we refer to as the X2I dataset, meaning "anything to image".

Task Datastet
Multi-modal Instruction X2I-mm-instruction
Subject-driven Editing X2I-subject-driven
In-context Learning X2I-in-context-learning
Computer Vision X2I-computer-vision
Text to Image Generation X2I-text-to-image

X2I-in-context-learning

  • Derain & Enhance & GoPro

A set of image derain, enhance and deblur datasets with 859 & 485 & 2,103 samples.

## meta file: derain.jsonl
cd derain
tar -xzvf derain.tar.gz

## meta file: enhance.jsonl
cd enhance
tar -xzvf enhance.tar.gz

## meta file: gopro.jsonl
cd gopro
tar -xzvf gopro.tar.gz
  • ADE

An image segementation dataset with 297,472 samples.

## meta file: ade.jsonl
cd ade
tar -xzvf ade.tar.gz

cat seg_imgs.tar.gz.* | tar -xzvf -
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