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---
license: mit
task_categories:
- image-to-text
- text-to-image
language:
- en
pretty_name: simons ARC (abstraction & reasoning corpus) combined datasets version 72
size_categories:
- 100K<n<1M
configs:
- config_name: default
data_files:
- split: train
path: data.jsonl
---
# Version 1
A combination of multiple datasets.
Datasets: `dataset_solve_color.jsonl`, `dataset_solve_rotate.jsonl`, `dataset_solve_translate.jsonl`.
# Version 2
Datasets: `dataset_solve_color.jsonl`, `dataset_solve_rotate.jsonl`, `dataset_solve_translate.jsonl`.
# Version 3
Datasets: `dataset_solve_color.jsonl`, `dataset_solve_rotate.jsonl`, `dataset_solve_translate.jsonl`.
# Version 4
Added a shared dataset name for all these datasets: `SIMON-SOLVE-V1`. There may be higher version numbers in the future.
My hypothesis: Having a version number in the dataset name, it may be easier to unlearn incorrect training data.
Datasets: `dataset_solve_color.jsonl`, `dataset_solve_rotate.jsonl`, `dataset_solve_translate.jsonl`.
# Version 5
Different random seed.
# Version 6
Using `SIMON-SOLVE-V1` everywhere. Remove the `SIMON-SOLVE-COLOR`, `SIMON-SOLVE-ROTATE`, `SIMON-SOLVE-TRANSLATE`.
# Version 7
Using `SIMON-SOLVE-V1` everywhere.
# Version 8
Same settings. Different seed as usual.
# Version 9
Switching from context length 256 to context length 512.
Increasing the image sizes so the prompt length stays below 512.
`dataset_solve_color`, image size: 1-13.
`dataset_solve_rotate`, image size: 1-9.
`dataset_solve_translate`, image size: 3-9.
# Version 10
Same settings. Different seed as usual.
# Version 11
Same settings. Different seed as usual.
# Version 12
Added 1 more pair to the examples. Now it's 2-4 examples. Previously it was 2-3 examples.
# Version 13
Same settings. Different seed as usual.
# Version 14
Same settings. Different seed as usual.
# Version 15
Same settings. Different seed as usual.
# Version 16
Added `Predict the output image.`
Disabled prediction of rows.
Disabled prediction of height.
# Verison 17
Same settings. Different seed as usual.
Using the `DatasetGenerator` and the `DatasetItemListBuilder`.
# Verison 18
Added datasets.
Datasets:
- `dataset_solve_color.jsonl`
- `dataset_solve_rotate.jsonl`
- `dataset_solve_translate.jsonl`
- `dataset_cellular_automaton.jsonl` - added.
- `dataset_shape.jsonl` - added.
# Verison 19
Added dataset.
Datasets:
- `dataset_solve_color.jsonl`
- `dataset_solve_rotate.jsonl`
- `dataset_solve_translate.jsonl`
- `dataset_cellular_automaton.jsonl`
- `dataset_shape.jsonl`
- `dataset_image.jsonl` - added.
# Verison 20
Bigger images.
# Verison 21
Added dataset. Disabled some datasets.
Datasets:
- `dataset_cellular_automaton.jsonl`
- `dataset_shape.jsonl`
- `dataset_mass.jsonl` - added.
# Verison 22
Added dataset.
Datasets:
- `dataset_solve_color.jsonl`
- `dataset_solve_rotate.jsonl`
- `dataset_solve_translate.jsonl`
- `dataset_cellular_automaton.jsonl`
- `dataset_shape.jsonl`
- `dataset_image.jsonl`
- `dataset_mass.jsonl`
- `dataset_histogram.jsonl` - added.
Bigger image sizes.
Number of rows=200k. Was previously 100k rows.
# Verison 23
`datset_mass.jsonl`. increased to `max_mass=5`.
# Verison 24
`datset_mass.jsonl`. increased to `max_mass=6`.
# Verison 25
different seed.
# Verison 26
`datset_mass.jsonl`. increased to `max_mass=25`.
different seed.
# Verison 27
different seed.
# Verison 28
different seed.
# Verison 29
different seed.
# Verison 30
different seed.
# Verison 31
different seed.
# Verison 32
different seed.
# Verison 33
Disabled some dataset.
Datasets:
- `dataset_histogram.jsonl` - disabled
- `dataset_image.jsonl` - disabled
- `dataset_mass.jsonl`
- `dataset_shape.jsonl`
- `dataset_solve_color.jsonl` - disabled
- `dataset_solve_rotate.jsonl` - disabled
- `dataset_solve_translate.jsonl` - disabled
- `dataset_cellular_automaton.jsonl`
# Verison 34
Enabled all datasets.
# Version 35
Regenerated all datasets with new random seeds.
# Verison 36
Added dataset `dataset_scale.jsonl`.
Disabled some dataset.
Datasets:
- `dataset_cellular_automaton.jsonl` - disabled
- `dataset_histogram.jsonl` - disabled
- `dataset_image.jsonl` - disabled
- `dataset_mass.jsonl`
- `dataset_scale.jsonl`
- `dataset_shape.jsonl` - disabled
- `dataset_solve_color.jsonl`
- `dataset_solve_rotate.jsonl`
- `dataset_solve_translate.jsonl`
# Verison 37
Enabled all datasets
Datasets:
- `dataset_cellular_automaton.jsonl`
- `dataset_histogram.jsonl`
- `dataset_image.jsonl`
- `dataset_mass.jsonl`
- `dataset_scale.jsonl`
- `dataset_shape.jsonl`
- `dataset_solve_color.jsonl`
- `dataset_solve_rotate.jsonl`
- `dataset_solve_translate.jsonl`
# Verison 38
Added dataset
Datasets:
- `dataset_cellular_automaton.jsonl`
- `dataset_histogram.jsonl`
- `dataset_image.jsonl`
- `dataset_mass.jsonl`
- `dataset_scale.jsonl`
- `dataset_shape.jsonl`
- `dataset_solve_color.jsonl`
- `dataset_solve_rotate.jsonl`
- `dataset_solve_translate.jsonl`
- `dataset_symmetry.jsonl` - added
# Version 39
Regenerated all datasets with new random seeds.
# Version 40
Added dataset
Datasets:
- `dataset_cellular_automaton.jsonl`
- `dataset_histogram.jsonl`
- `dataset_image.jsonl`
- `dataset_image_pair.jsonl` - added
- `dataset_mass.jsonl`
- `dataset_scale.jsonl`
- `dataset_shape.jsonl`
- `dataset_solve_color.jsonl`
- `dataset_solve_rotate.jsonl`
- `dataset_solve_translate.jsonl`
- `dataset_symmetry.jsonl`
# Version 41
Regenerated all datasets with new random seeds.
# Version 42
Added dataset. Disabled some datasets.
Datasets:
- `dataset_cellular_automaton.jsonl`
- `dataset_histogram.jsonl` - disabled
- `dataset_image.jsonl` - disabled
- `dataset_image_pair.jsonl` - disabled
- `dataset_mass.jsonl` - disabled
- `dataset_scale.jsonl`
- `dataset_shape.jsonl`
- `dataset_solve_color.jsonl`
- `dataset_solve_rotate.jsonl`
- `dataset_solve_scale.jsonl` - added
- `dataset_solve_translate.jsonl`
- `dataset_symmetry.jsonl` - disabled
# Version 43
Enabled all datasets.
# Version 44
Regenerated all datasets with new random seeds.
# Version 45
Extended the `dataset_shape.jsonl` with these new `PixelConnectivity` types: `CORNER4`, `LR2`, `TB2`, `TLBR2`, `TRBL2`.
Hopefully it makes the model better at making sense of diagonal structures, which is something it's terrible at at the moment.
# Version 46
Regenerated all datasets with new random seeds.
# Version 47
Added dataset. Disabled some datasets.
Datasets:
- `dataset_cellular_automaton.jsonl`
- `dataset_histogram.jsonl`
- `dataset_image.jsonl` - disabled
- `dataset_image_pair.jsonl` - disabled
- `dataset_mass.jsonl` - disabled
- `dataset_scale.jsonl` - disabled
- `dataset_shape.jsonl` - disabled
- `dataset_solve_color.jsonl`
- `dataset_solve_rotate.jsonl`
- `dataset_solve_scale.jsonl`
- `dataset_solve_symmetry.jsonl` - added
- `dataset_solve_translate.jsonl`
- `dataset_symmetry.jsonl`
# Version 48
Enabled all datasets.
# Version 49
Bigger `max_mass`. From 6 to 8.
# Version 50
Added dataset.
Datasets:
- `dataset_cellular_automaton.jsonl`
- `dataset_histogram.jsonl`
- `dataset_image.jsonl` - disabled
- `dataset_image_pair.jsonl` - disabled
- `dataset_mass.jsonl` - disabled
- `dataset_scale.jsonl` - disabled
- `dataset_shape.jsonl` - disabled
- `dataset_solve_color.jsonl`
- `dataset_solve_compress.jsonl` - added
- `dataset_solve_rotate.jsonl`
- `dataset_solve_scale.jsonl`
- `dataset_solve_symmetry.jsonl`
- `dataset_solve_translate.jsonl`
- `dataset_symmetry.jsonl`
# Version 51
Regenerated all datasets with new random seeds.
# Version 52
Regenerated all datasets with new random seeds.
# Version 53
Regenerated all datasets with new random seeds.
# Version 54
Added dataset.
Datasets:
- `dataset_cellular_automaton.jsonl`
- `dataset_erotion.jsonl` - added
- `dataset_histogram.jsonl`
- `dataset_image.jsonl`
- `dataset_image_pair.jsonl`
- `dataset_mass.jsonl`
- `dataset_scale.jsonl`
- `dataset_shape.jsonl`
- `dataset_solve_color.jsonl`
- `dataset_solve_compress.jsonl`
- `dataset_solve_rotate.jsonl`
- `dataset_solve_scale.jsonl`
- `dataset_solve_symmetry.jsonl`
- `dataset_solve_translate.jsonl`
- `dataset_symmetry.jsonl`
# Version 55
Added dataset. Disabled most datasets.
Datasets:
- `dataset_cellular_automaton.jsonl`
- `dataset_dilation.jsonl` - added
- `dataset_erotion.jsonl`
- `dataset_histogram.jsonl` - disabled
- `dataset_image.jsonl` - disabled
- `dataset_image_pair.jsonl` - disabled
- `dataset_mass.jsonl` - disabled
- `dataset_scale.jsonl` - disabled
- `dataset_shape.jsonl` - disabled
- `dataset_solve_color.jsonl` - disabled
- `dataset_solve_compress.jsonl` - disabled
- `dataset_solve_rotate.jsonl` - disabled
- `dataset_solve_scale.jsonl` - disabled
- `dataset_solve_symmetry.jsonl` - disabled
- `dataset_solve_translate.jsonl` - disabled
- `dataset_symmetry.jsonl` - disabled
# Version 56
Enabled all datasets.
Datasets:
- `dataset_cellular_automaton.jsonl`
- `dataset_dilation.jsonl`
- `dataset_erotion.jsonl`
- `dataset_histogram.jsonl`
- `dataset_image.jsonl`
- `dataset_image_pair.jsonl`
- `dataset_mass.jsonl`
- `dataset_scale.jsonl`
- `dataset_shape.jsonl`
- `dataset_solve_color.jsonl`
- `dataset_solve_compress.jsonl`
- `dataset_solve_rotate.jsonl`
- `dataset_solve_scale.jsonl`
- `dataset_solve_symmetry.jsonl`
- `dataset_solve_translate.jsonl`
- `dataset_symmetry.jsonl`
# Version 57
Regenerated all datasets with new random seeds.
# Version 58
Disabled most datasets.
Datasets:
- `dataset_cellular_automaton.jsonl` - disabled
- `dataset_dilation.jsonl` - disabled
- `dataset_erotion.jsonl` - disabled
- `dataset_histogram.jsonl` - disabled
- `dataset_image.jsonl` - disabled
- `dataset_image_pair.jsonl` - disabled
- `dataset_mass.jsonl` - disabled
- `dataset_scale.jsonl` - disabled
- `dataset_shape.jsonl` - disabled
- `dataset_solve_color.jsonl`
- `dataset_solve_compress.jsonl`
- `dataset_solve_rotate.jsonl`
- `dataset_solve_scale.jsonl`
- `dataset_solve_symmetry.jsonl`
- `dataset_solve_translate.jsonl`
- `dataset_symmetry.jsonl` - disabled
# Version 59
Added new datasets.
Disabled most datasets.
Datasets:
- `dataset_cellular_automaton.jsonl` - disabled
- `dataset_dilation.jsonl` - disabled
- `dataset_erotion.jsonl` - disabled
- `dataset_histogram.jsonl` - disabled
- `dataset_image.jsonl` - disabled
- `dataset_image_pair.jsonl` - disabled
- `dataset_mass.jsonl` - disabled
- `dataset_scale.jsonl` - disabled
- `dataset_shape.jsonl` - disabled
- `dataset_solve_color.jsonl`
- `dataset_solve_compress.jsonl`
- `dataset_solve_erosion.jsonl` - added
- `dataset_solve_fractal.jsonl` - added
- `dataset_solve_rotate.jsonl`
- `dataset_solve_scale.jsonl`
- `dataset_solve_symmetry.jsonl`
- `dataset_solve_translate.jsonl`
- `dataset_symmetry.jsonl` - disabled
# Version 60
Incremented random seed
Datasets:
- `dataset_cellular_automaton.jsonl` - disabled
- `dataset_dilation.jsonl` - disabled
- `dataset_erotion.jsonl` - disabled
- `dataset_histogram.jsonl` - disabled
- `dataset_image.jsonl` - disabled
- `dataset_image_pair.jsonl` - disabled
- `dataset_mass.jsonl` - disabled
- `dataset_scale.jsonl` - disabled
- `dataset_shape.jsonl` - disabled
- `dataset_solve_color.jsonl`
- `dataset_solve_compress.jsonl`
- `dataset_solve_erosion.jsonl`
- `dataset_solve_fractal.jsonl`
- `dataset_solve_rotate.jsonl`
- `dataset_solve_scale.jsonl`
- `dataset_solve_symmetry.jsonl`
- `dataset_solve_translate.jsonl`
- `dataset_symmetry.jsonl` - disabled
# Version 61
Enabled all datasets.
More padding inside the `dataset_solve_fractal.jsonl`.
# Version 62
All datasets still enabled.
Turning up the parameter for `dataset_solve_fractal.jsonl`.
scale_input from 3 to 4.
scale_output from 3 to 4.
max_image_size from 3 to 4.
max_pad_count from 4 to 5.
# Version 63
Disabled several datasets.
Datasets:
- `dataset_cellular_automaton.jsonl` - disabled
- `dataset_dilation.jsonl` - disabled
- `dataset_erotion.jsonl` - disabled
- `dataset_histogram.jsonl` - disabled
- `dataset_image.jsonl` - disabled
- `dataset_image_pair.jsonl` - disabled
- `dataset_mass.jsonl`
- `dataset_scale.jsonl` - disabled
- `dataset_shape.jsonl` - disabled
- `dataset_solve_color.jsonl` - disabled
- `dataset_solve_compress.jsonl` - disabled
- `dataset_solve_erosion.jsonl`
- `dataset_solve_fractal.jsonl`
- `dataset_solve_rotate.jsonl` - disabled
- `dataset_solve_scale.jsonl` - disabled
- `dataset_solve_symmetry.jsonl`
- `dataset_solve_translate.jsonl` - disabled
- `dataset_symmetry.jsonl` - disabled
# Version 64
Added dataset.
Increased the number of rows in the jsonl file from 200k to 300k.
Datasets:
- `dataset_cellular_automaton.jsonl`
- `dataset_dilation.jsonl`
- `dataset_erotion.jsonl`
- `dataset_histogram.jsonl`
- `dataset_image.jsonl`
- `dataset_image_pair.jsonl`
- `dataset_mass.jsonl`
- `dataset_scale.jsonl`
- `dataset_shape.jsonl`
- `dataset_solve_color.jsonl`
- `dataset_solve_compress.jsonl`
- `dataset_solve_erosion.jsonl`
- `dataset_solve_fractal.jsonl`
- `dataset_solve_outline.jsonl` - added
- `dataset_solve_rotate.jsonl`
- `dataset_solve_scale.jsonl`
- `dataset_solve_symmetry.jsonl`
- `dataset_solve_translate.jsonl`
- `dataset_symmetry.jsonl`
# Version 65
random seed.
# Version 66
Disabled some datasets.
Datasets:
- `dataset_cellular_automaton.jsonl`
- `dataset_dilation.jsonl`
- `dataset_erotion.jsonl`
- `dataset_histogram.jsonl` - disabled
- `dataset_image.jsonl` - disabled
- `dataset_image_pair.jsonl` - disabled
- `dataset_mass.jsonl`
- `dataset_scale.jsonl` - disabled
- `dataset_shape.jsonl`
- `dataset_solve_color.jsonl` - disabled
- `dataset_solve_compress.jsonl` - disabled
- `dataset_solve_erosion.jsonl` - disabled
- `dataset_solve_fractal.jsonl` - disabled
- `dataset_solve_outline.jsonl` - disabled
- `dataset_solve_rotate.jsonl` - disabled
- `dataset_solve_scale.jsonl` - disabled
- `dataset_solve_symmetry.jsonl` - disabled
- `dataset_solve_translate.jsonl` - disabled
- `dataset_symmetry.jsonl` - disabled
# Version 67
Disabled some datasets.
Datasets:
- `dataset_cellular_automaton.jsonl`
- `dataset_dilation.jsonl`
- `dataset_erotion.jsonl`
- `dataset_histogram.jsonl`
- `dataset_image.jsonl`
- `dataset_image_pair.jsonl`
- `dataset_mass.jsonl`
- `dataset_scale.jsonl`
- `dataset_shape.jsonl`
- `dataset_solve_color.jsonl` - enabled
- `dataset_solve_compress.jsonl` - enabled
- `dataset_solve_erosion.jsonl` - enabled
- `dataset_solve_fractal.jsonl` - enabled
- `dataset_solve_outline.jsonl` - enabled
- `dataset_solve_rotate.jsonl` - enabled
- `dataset_solve_scale.jsonl` - enabled
- `dataset_solve_symmetry.jsonl` - enabled
- `dataset_solve_translate.jsonl` - enabled
- `dataset_symmetry.jsonl`
# Version 68
Enabled all datasets.
# Version 69
Different random seed.
# Version 70
Different random seed.
# Version 71
Different random seed.
# Version 72
Different random seed.
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