README.md

---
license: mit
task_categories:
- image-to-text
- text-to-image
language:
- en
pretty_name: simons ARC (abstraction & reasoning corpus) combined datasets version 70
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.