Update README.md

README.md

@@ -1,3 +1,1908 @@
----
-license: mit
----
+---
+license: mit
+task_categories:
+- image-to-text
+- text-to-image
+language:
+- en
+pretty_name: simons ARC (abstraction & reasoning corpus) combined datasets version 155
+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.
+
+# Version 73
+
+Different random seed.
+
+# Version 74
+
+Major update to `dataset_solve_symmetry.jsonl`.
+
+# Version 75
+
+Different random seed.
+
+# Version 76
+
+Disabled some 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`
+- `dataset_solve_fractal.jsonl`
+- `dataset_solve_outline.jsonl`
+- `dataset_solve_rotate.jsonl`
+- `dataset_solve_scale.jsonl`
+- `dataset_solve_symmetry.jsonl`
+- `dataset_solve_translate.jsonl`
+- `dataset_symmetry.jsonl` - disabled
+
+# Version 77
+
+Enabled all datasets.
+
+# Version 78
+
+Major update to `dataset_solve_symmetry.jsonl`.
+
+# Version 79
+
+Different random seed.
+
+# Version 80
+
+Different random seed.
+
+# Version 81
+
+Different random seed.
+
+# Version 82
+
+Added dataset.
+
+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`
+- `dataset_solve_rotate.jsonl`
+- `dataset_solve_scale.jsonl`
+- `dataset_solve_symmetry.jsonl`
+- `dataset_solve_translate.jsonl`
+- `dataset_solve_zindex.jsonl` - added
+- `dataset_symmetry.jsonl`
+
+# Version 83
+
+Disabled datasets that doesn't solve ARC puzzles.
+
+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_outline.jsonl`
+- `dataset_solve_rotate.jsonl`
+- `dataset_solve_scale.jsonl`
+- `dataset_solve_symmetry.jsonl`
+- `dataset_solve_translate.jsonl`
+- `dataset_solve_zindex.jsonl`
+- `dataset_symmetry.jsonl` - disabled
+
+# Version 84
+
+Added dataset `dataset_solve_grid.jsonl`.
+
+Disabled datasets that doesn't solve ARC puzzles.
+
+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_grid.jsonl` - added
+- `dataset_solve_outline.jsonl`
+- `dataset_solve_rotate.jsonl`
+- `dataset_solve_scale.jsonl`
+- `dataset_solve_symmetry.jsonl`
+- `dataset_solve_translate.jsonl`
+- `dataset_solve_zindex.jsonl`
+- `dataset_symmetry.jsonl` - disabled
+
+# Version 85
+
+Disabled datasets that doesn't solve ARC puzzles.
+
+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_grid.jsonl`
+- `dataset_solve_outline.jsonl`
+- `dataset_solve_rotate.jsonl`
+- `dataset_solve_scale.jsonl`
+- `dataset_solve_symmetry.jsonl`
+- `dataset_solve_translate.jsonl`
+- `dataset_solve_zindex.jsonl`
+- `dataset_symmetry.jsonl` - disabled
+
+# Version 86
+
+Enabled all datasets.
+
+# Version 87
+
+Disabled datasets that doesn't solve ARC puzzles.
+
+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_grid.jsonl`
+- `dataset_solve_outline.jsonl`
+- `dataset_solve_rotate.jsonl`
+- `dataset_solve_scale.jsonl`
+- `dataset_solve_symmetry.jsonl`
+- `dataset_solve_translate.jsonl`
+- `dataset_solve_zindex.jsonl`
+- `dataset_symmetry.jsonl` - disabled
+
+# Version 88
+
+Added dataset `dataset_solve_probecolor.jsonl` with all directions enabled.
+
+Disabled datasets that doesn't solve ARC puzzles.
+
+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_grid.jsonl`
+- `dataset_solve_outline.jsonl`
+- `dataset_solve_probecolor.jsonl`
+- `dataset_solve_rotate.jsonl`
+- `dataset_solve_scale.jsonl`
+- `dataset_solve_symmetry.jsonl`
+- `dataset_solve_translate.jsonl`
+- `dataset_solve_zindex.jsonl`
+- `dataset_symmetry.jsonl` - disabled
+
+# Version 89
+
+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_erosion.jsonl`
+- `dataset_solve_fractal.jsonl`
+- `dataset_solve_grid.jsonl`
+- `dataset_solve_outline.jsonl`
+- `dataset_solve_probecolor.jsonl`
+- `dataset_solve_rotate.jsonl`
+- `dataset_solve_scale.jsonl`
+- `dataset_solve_symmetry.jsonl`
+- `dataset_solve_translate.jsonl`
+- `dataset_solve_zindex.jsonl`
+- `dataset_symmetry.jsonl`
+
+# Version 90
+
+Disabled some of the 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` - disabled
+- `dataset_solve_compress.jsonl`
+- `dataset_solve_erosion.jsonl` - disabled
+- `dataset_solve_fractal.jsonl`
+- `dataset_solve_grid.jsonl` - disabled
+- `dataset_solve_outline.jsonl` - disabled
+- `dataset_solve_probecolor.jsonl`
+- `dataset_solve_rotate.jsonl`
+- `dataset_solve_scale.jsonl`
+- `dataset_solve_symmetry.jsonl`
+- `dataset_solve_translate.jsonl` - disabled
+- `dataset_solve_zindex.jsonl` - disabled
+- `dataset_symmetry.jsonl` - disabled
+
+# Version 91
+
+Added dataset. 
+
+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_erosion.jsonl`
+- `dataset_solve_fractal.jsonl`
+- `dataset_solve_grid.jsonl`
+- `dataset_solve_mass.jsonl` - added
+- `dataset_solve_outline.jsonl`
+- `dataset_solve_probecolor.jsonl`
+- `dataset_solve_rotate.jsonl`
+- `dataset_solve_scale.jsonl`
+- `dataset_solve_symmetry.jsonl`
+- `dataset_solve_translate.jsonl`
+- `dataset_solve_zindex.jsonl`
+- `dataset_symmetry.jsonl`
+
+# Version 92
+
+Different random seed.
+
+# Version 93
+
+Added dataset. 
+
+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_bool.jsonl` - added
+- `dataset_solve_color.jsonl`
+- `dataset_solve_compress.jsonl`
+- `dataset_solve_erosion.jsonl`
+- `dataset_solve_fractal.jsonl`
+- `dataset_solve_grid.jsonl`
+- `dataset_solve_mass.jsonl`
+- `dataset_solve_outline.jsonl`
+- `dataset_solve_probecolor.jsonl`
+- `dataset_solve_rotate.jsonl`
+- `dataset_solve_scale.jsonl`
+- `dataset_solve_symmetry.jsonl`
+- `dataset_solve_translate.jsonl`
+- `dataset_solve_zindex.jsonl`
+- `dataset_symmetry.jsonl`
+
+# Version 94
+
+Added dataset. 
+
+Disabled datasets that doesn't solve ARC tasks.
+
+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_bool.jsonl`
+- `dataset_solve_color.jsonl`
+- `dataset_solve_compress.jsonl`
+- `dataset_solve_edge.jsonl` - added
+- `dataset_solve_erosion.jsonl`
+- `dataset_solve_fractal.jsonl`
+- `dataset_solve_grid.jsonl`
+- `dataset_solve_mass.jsonl`
+- `dataset_solve_outline.jsonl`
+- `dataset_solve_probecolor.jsonl`
+- `dataset_solve_rotate.jsonl`
+- `dataset_solve_scale.jsonl`
+- `dataset_solve_symmetry.jsonl`
+- `dataset_solve_translate.jsonl`
+- `dataset_solve_zindex.jsonl`
+- `dataset_symmetry.jsonl` - disabled
+
+# Version 95
+
+Added dataset. 
+
+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_bool.jsonl`
+- `dataset_solve_color.jsonl`
+- `dataset_solve_compress.jsonl`
+- `dataset_solve_edge.jsonl`
+- `dataset_solve_erosion.jsonl`
+- `dataset_solve_fractal.jsonl`
+- `dataset_solve_grid.jsonl`
+- `dataset_solve_half.jsonl` - added
+- `dataset_solve_mass.jsonl`
+- `dataset_solve_outline.jsonl`
+- `dataset_solve_probecolor.jsonl`
+- `dataset_solve_rotate.jsonl`
+- `dataset_solve_scale.jsonl`
+- `dataset_solve_symmetry.jsonl`
+- `dataset_solve_translate.jsonl`
+- `dataset_solve_zindex.jsonl`
+- `dataset_symmetry.jsonl`
+  
+# Version 96
+
+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_bool.jsonl`
+- `dataset_solve_color.jsonl`
+- `dataset_solve_compress.jsonl`
+- `dataset_solve_edge.jsonl`
+- `dataset_solve_erosion.jsonl`
+- `dataset_solve_fractal.jsonl`
+- `dataset_solve_grid.jsonl`
+- `dataset_solve_half.jsonl`
+- `dataset_solve_mass.jsonl`
+- `dataset_solve_outline.jsonl`
+- `dataset_solve_probecolor.jsonl`
+- `dataset_solve_rotate.jsonl`
+- `dataset_solve_scale.jsonl`
+- `dataset_solve_symmetry.jsonl`
+- `dataset_solve_translate.jsonl`
+- `dataset_solve_zindex.jsonl` - major update.
+- `dataset_symmetry.jsonl`
+
+# Version 97
+
+Disabled the first half of the 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_bool.jsonl` - disabled
+- `dataset_solve_color.jsonl` - disabled
+- `dataset_solve_compress.jsonl` - disabled
+- `dataset_solve_edge.jsonl`
+- `dataset_solve_erosion.jsonl`
+- `dataset_solve_fractal.jsonl`
+- `dataset_solve_grid.jsonl`
+- `dataset_solve_half.jsonl`
+- `dataset_solve_mass.jsonl`
+- `dataset_solve_outline.jsonl`
+- `dataset_solve_probecolor.jsonl`
+- `dataset_solve_rotate.jsonl`
+- `dataset_solve_scale.jsonl`
+- `dataset_solve_symmetry.jsonl`
+- `dataset_solve_translate.jsonl`
+- `dataset_solve_zindex.jsonl`
+- `dataset_symmetry.jsonl`
+  
+# Version 98
+
+Disabled the last half of the 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_bool.jsonl`
+- `dataset_solve_color.jsonl`
+- `dataset_solve_compress.jsonl`
+- `dataset_solve_edge.jsonl` - disabled
+- `dataset_solve_erosion.jsonl` - disabled
+- `dataset_solve_fractal.jsonl` - disabled
+- `dataset_solve_grid.jsonl` - disabled
+- `dataset_solve_half.jsonl` - disabled
+- `dataset_solve_mass.jsonl` - disabled
+- `dataset_solve_outline.jsonl` - disabled
+- `dataset_solve_probecolor.jsonl` - disabled
+- `dataset_solve_rotate.jsonl` - disabled
+- `dataset_solve_scale.jsonl` - disabled
+- `dataset_solve_symmetry.jsonl` - disabled
+- `dataset_solve_translate.jsonl` - disabled
+- `dataset_solve_zindex.jsonl` - disabled
+- `dataset_symmetry.jsonl` - disabled
+
+# Version 99
+
+Disabled the 1/4th of the 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_bool.jsonl` - disabled
+- `dataset_solve_color.jsonl` - disabled
+- `dataset_solve_compress.jsonl` - disabled
+- `dataset_solve_edge.jsonl`
+- `dataset_solve_erosion.jsonl`
+- `dataset_solve_fractal.jsonl`
+- `dataset_solve_grid.jsonl`
+- `dataset_solve_half.jsonl`
+- `dataset_solve_mass.jsonl`
+- `dataset_solve_outline.jsonl`
+- `dataset_solve_probecolor.jsonl` - disabled
+- `dataset_solve_rotate.jsonl` - disabled
+- `dataset_solve_scale.jsonl` - disabled
+- `dataset_solve_symmetry.jsonl` - disabled
+- `dataset_solve_translate.jsonl` - disabled
+- `dataset_solve_zindex.jsonl` - disabled
+- `dataset_symmetry.jsonl` - disabled
+
+# Version 100
+
+Added dataset. 
+
+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_bool.jsonl`
+- `dataset_solve_color.jsonl`
+- `dataset_solve_compress.jsonl`
+- `dataset_solve_edge.jsonl`
+- `dataset_solve_erosion.jsonl`
+- `dataset_solve_fractal.jsonl`
+- `dataset_solve_grid.jsonl`
+- `dataset_solve_half.jsonl`
+- `dataset_solve_mask.jsonl` - added
+- `dataset_solve_mass.jsonl`
+- `dataset_solve_outline.jsonl`
+- `dataset_solve_probecolor.jsonl`
+- `dataset_solve_rotate.jsonl`
+- `dataset_solve_scale.jsonl`
+- `dataset_solve_symmetry.jsonl`
+- `dataset_solve_translate.jsonl`
+- `dataset_solve_zindex.jsonl`
+- `dataset_symmetry.jsonl`
+
+# Version 101
+
+Disabled the non solving 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_bool.jsonl`
+- `dataset_solve_color.jsonl`
+- `dataset_solve_compress.jsonl`
+- `dataset_solve_edge.jsonl`
+- `dataset_solve_erosion.jsonl`
+- `dataset_solve_fractal.jsonl`
+- `dataset_solve_grid.jsonl`
+- `dataset_solve_half.jsonl`
+- `dataset_solve_mask.jsonl`
+- `dataset_solve_mass.jsonl`
+- `dataset_solve_outline.jsonl`
+- `dataset_solve_probecolor.jsonl`
+- `dataset_solve_rotate.jsonl`
+- `dataset_solve_scale.jsonl`
+- `dataset_solve_symmetry.jsonl`
+- `dataset_solve_translate.jsonl`
+- `dataset_solve_zindex.jsonl`
+- `dataset_symmetry.jsonl` - disabled
+
+# Version 102
+
+Added dataset
+
+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_bool.jsonl`
+- `dataset_solve_boundingbox.jsonl` - added
+- `dataset_solve_color.jsonl`
+- `dataset_solve_compress.jsonl`
+- `dataset_solve_edge.jsonl`
+- `dataset_solve_erosion.jsonl`
+- `dataset_solve_fractal.jsonl`
+- `dataset_solve_grid.jsonl`
+- `dataset_solve_half.jsonl`
+- `dataset_solve_mask.jsonl`
+- `dataset_solve_mass.jsonl`
+- `dataset_solve_outline.jsonl`
+- `dataset_solve_probecolor.jsonl`
+- `dataset_solve_rotate.jsonl`
+- `dataset_solve_scale.jsonl`
+- `dataset_solve_symmetry.jsonl`
+- `dataset_solve_translate.jsonl`
+- `dataset_solve_zindex.jsonl`
+- `dataset_symmetry.jsonl`
+
+# Version 103
+
+Different random seed.
+
+# Version 104
+
+Disabled the non solving 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_bool.jsonl`
+- `dataset_solve_boundingbox.jsonl`
+- `dataset_solve_color.jsonl`
+- `dataset_solve_compress.jsonl`
+- `dataset_solve_edge.jsonl`
+- `dataset_solve_erosion.jsonl`
+- `dataset_solve_fractal.jsonl`
+- `dataset_solve_grid.jsonl`
+- `dataset_solve_half.jsonl`
+- `dataset_solve_mask.jsonl`
+- `dataset_solve_mass.jsonl`
+- `dataset_solve_outline.jsonl`
+- `dataset_solve_probecolor.jsonl`
+- `dataset_solve_rotate.jsonl`
+- `dataset_solve_scale.jsonl`
+- `dataset_solve_symmetry.jsonl`
+- `dataset_solve_translate.jsonl`
+- `dataset_solve_zindex.jsonl`
+- `dataset_symmetry.jsonl` - disabled
+  
+# Version 105
+
+Major update to `dataset_solve_scale.jsonl` with scaling down noisy images.
+
+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_bool.jsonl`
+- `dataset_solve_boundingbox.jsonl`
+- `dataset_solve_color.jsonl`
+- `dataset_solve_compress.jsonl`
+- `dataset_solve_edge.jsonl`
+- `dataset_solve_erosion.jsonl`
+- `dataset_solve_fractal.jsonl`
+- `dataset_solve_grid.jsonl`
+- `dataset_solve_half.jsonl`
+- `dataset_solve_mask.jsonl`
+- `dataset_solve_mass.jsonl`
+- `dataset_solve_outline.jsonl`
+- `dataset_solve_probecolor.jsonl`
+- `dataset_solve_rotate.jsonl`
+- `dataset_solve_scale.jsonl` - scale down noisy images
+- `dataset_solve_symmetry.jsonl`
+- `dataset_solve_translate.jsonl`
+- `dataset_solve_zindex.jsonl`
+- `dataset_symmetry.jsonl`
+
+# Version 106
+
+Different random seed.
+
+# Version 107
+
+Added dataset
+
+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_bool.jsonl`
+- `dataset_solve_boundingbox.jsonl`
+- `dataset_solve_color.jsonl`
+- `dataset_solve_compress.jsonl`
+- `dataset_solve_edge.jsonl`
+- `dataset_solve_erosion.jsonl`
+- `dataset_solve_fractal.jsonl`
+- `dataset_solve_grid.jsonl`
+- `dataset_solve_half.jsonl`
+- `dataset_solve_mask.jsonl`
+- `dataset_solve_mass.jsonl`
+- `dataset_solve_outline.jsonl`
+- `dataset_solve_probecolor.jsonl`
+- `dataset_solve_ray.jsonl` - added
+- `dataset_solve_rotate.jsonl`
+- `dataset_solve_scale.jsonl`
+- `dataset_solve_symmetry.jsonl`
+- `dataset_solve_translate.jsonl`
+- `dataset_solve_zindex.jsonl`
+- `dataset_symmetry.jsonl`
+
+# Version 108
+
+Added dataset
+
+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_bool.jsonl`
+- `dataset_solve_boundingbox.jsonl`
+- `dataset_solve_color.jsonl`
+- `dataset_solve_compress.jsonl`
+- `dataset_solve_edge.jsonl`
+- `dataset_solve_erosion.jsonl`
+- `dataset_solve_flip.jsonl` - added
+- `dataset_solve_fractal.jsonl`
+- `dataset_solve_grid.jsonl`
+- `dataset_solve_half.jsonl`
+- `dataset_solve_mask.jsonl`
+- `dataset_solve_mass.jsonl`
+- `dataset_solve_outline.jsonl`
+- `dataset_solve_probecolor.jsonl`
+- `dataset_solve_ray.jsonl`
+- `dataset_solve_rotate.jsonl`
+- `dataset_solve_scale.jsonl`
+- `dataset_solve_symmetry.jsonl`
+- `dataset_solve_translate.jsonl`
+- `dataset_solve_zindex.jsonl`
+- `dataset_symmetry.jsonl`
+
+# Version 109
+
+Different random seed.
+
+# Version 110
+
+Added dataset
+
+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_bool.jsonl`
+- `dataset_solve_boundingbox.jsonl`
+- `dataset_solve_color.jsonl`
+- `dataset_solve_compress.jsonl`
+- `dataset_solve_edge.jsonl`
+- `dataset_solve_erosion.jsonl`
+- `dataset_solve_flip.jsonl`
+- `dataset_solve_fractal.jsonl`
+- `dataset_solve_grid.jsonl`
+- `dataset_solve_half.jsonl`
+- `dataset_solve_halfplane.jsonl` - added
+- `dataset_solve_mask.jsonl`
+- `dataset_solve_mass.jsonl`
+- `dataset_solve_outline.jsonl`
+- `dataset_solve_probecolor.jsonl`
+- `dataset_solve_ray.jsonl`
+- `dataset_solve_rotate.jsonl`
+- `dataset_solve_scale.jsonl`
+- `dataset_solve_symmetry.jsonl`
+- `dataset_solve_translate.jsonl`
+- `dataset_solve_zindex.jsonl`
+- `dataset_symmetry.jsonl`
+
+# Version 111
+
+Different random seed.
+
+# Version 112
+
+Different random seed.
+
+# Version 113
+
+Different random seed.
+
+# Version 114
+
+Major update to the `dataset_solve-mass.jsonl`, so it now includes `mass_compare_adjacent_rows` and `mass_compare_adjacent_columns`.
+
+# Version 115
+
+Added dataset
+
+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_bool.jsonl`
+- `dataset_solve_boundingbox.jsonl`
+- `dataset_solve_color.jsonl`
+- `dataset_solve_compress.jsonl`
+- `dataset_solve_edge.jsonl`
+- `dataset_solve_erosion.jsonl`
+- `dataset_solve_flip.jsonl`
+- `dataset_solve_fractal.jsonl`
+- `dataset_solve_gravity.jsonl` - added
+- `dataset_solve_grid.jsonl`
+- `dataset_solve_half.jsonl`
+- `dataset_solve_halfplane.jsonl`
+- `dataset_solve_mask.jsonl`
+- `dataset_solve_mass.jsonl`
+- `dataset_solve_outline.jsonl`
+- `dataset_solve_probecolor.jsonl`
+- `dataset_solve_ray.jsonl`
+- `dataset_solve_rotate.jsonl`
+- `dataset_solve_scale.jsonl`
+- `dataset_solve_symmetry.jsonl`
+- `dataset_solve_translate.jsonl`
+- `dataset_solve_zindex.jsonl`
+- `dataset_symmetry.jsonl`
+
+# Version 116
+
+Hypothesis. What if I train with a smaller dataset, will it converge faster?
+Reduced the number of rows in this dataset from 300k rows to 10k rows.
+
+# Version 117
+
+Interesting, 10k rows seems to work fine with the model training.
+Picked new random rows.
+
+# Version 118
+
+Still going with 10k rows.
+Picked new random rows.
+
+# Version 119
+
+Still going with 10k rows.
+Picked new random rows.
+
+# Version 120
+
+Switched to 20k rows.
+
+# Version 121
+
+Still going with 20k rows.
+Picked new random rows.
+
+# Version 122
+
+20k rows.
+
+Added `dataset_solve_reverse.jsonl`.
+
+# Version 123
+
+Doubled the number of rows to 40k rows.
+
+# Version 124
+
+Set row count to 100k rows.
+
+Major update to `dataset_solve_gravity.jsonl`.
+
+# Version 125
+
+Row count: 100k rows.
+
+# Version 126
+
+Row count: 20k rows.
+
+Only these datasets are enabled:
+```txt
+dataset_solve_bool.jsonl
+dataset_solve_boundingbox.jsonl
+dataset_solve_color.jsonl
+dataset_solve_compress.jsonl
+dataset_solve_edge.jsonl
+dataset_solve_erosion.jsonl
+dataset_solve_flip.jsonl
+dataset_solve_fractal.jsonl
+dataset_solve_gravity.jsonl
+dataset_solve_grid.jsonl
+dataset_solve_half.jsonl
+dataset_solve_halfplane.jsonl
+dataset_solve_mask.jsonl
+dataset_solve_mass.jsonl
+dataset_solve_outline.jsonl
+dataset_solve_probecolor.jsonl
+dataset_solve_ray.jsonl
+dataset_solve_reverse.jsonl
+dataset_solve_rotate.jsonl
+dataset_solve_scale.jsonl
+dataset_solve_symmetry.jsonl
+dataset_solve_translate.jsonl
+dataset_solve_zindex.jsonl
+```
+
+# Version 127
+
+Row count: 20k rows.
+
+Only these datasets are enabled:
+```txt
+dataset_solve_scale.jsonl
+dataset_solve_symmetry.jsonl
+dataset_solve_translate.jsonl
+dataset_solve_zindex.jsonl
+```
+
+# Version 128
+
+Row count: 20k rows.
+
+Only these datasets are enabled:
+```txt
+dataset_solve_probecolor.jsonl
+dataset_solve_ray.jsonl
+dataset_solve_reverse.jsonl
+dataset_solve_rotate.jsonl
+```
+
+# Version 129
+
+Row count: 20k rows.
+
+Only these datasets are enabled:
+```txt
+dataset_solve_gravity.jsonl
+dataset_solve_grid.jsonl
+dataset_solve_half.jsonl
+dataset_solve_halfplane.jsonl
+dataset_solve_mask.jsonl
+dataset_solve_mass.jsonl
+dataset_solve_outline.jsonl
+```
+
+# Version 130
+
+Row count: 20k rows.
+
+Only these datasets are enabled:
+```txt
+dataset_solve_bool.jsonl
+dataset_solve_boundingbox.jsonl
+dataset_solve_color.jsonl
+dataset_solve_compress.jsonl
+dataset_solve_edge.jsonl
+dataset_solve_erosion.jsonl
+dataset_solve_flip.jsonl
+dataset_solve_fractal.jsonl
+```
+
+# Version 131
+
+Switched back to 300k rows.
+
+Enabled all the datasets. 
+
+# Version 132
+
+Random seed.
+
+# Version 133
+
+Removed the rows that are longer than what can be fitted inside a 512 context length.
+
+# Version 134
+
+Random seed.
+
+# Version 135
+
+Random seed.
+
+# Version 136
+
+Major update to the `dataset_solve_gravity.jsonl` file.
+
+# Version 137
+
+Added dataset `dataset_solve_skew.jsonl`.
+
+# Version 138
+
+Disabled several datasets.
+
+```txt
+# 'dataset_cellular_automaton.jsonl',
+# 'dataset_dilation.jsonl',
+# 'dataset_erosion.jsonl',
+# 'dataset_histogram.jsonl',
+# 'dataset_image.jsonl',
+# 'dataset_image_pair.jsonl',
+# 'dataset_mass.jsonl',
+# 'dataset_scale.jsonl',
+# 'dataset_shape.jsonl',
+# 'dataset_solve_bool.jsonl',
+'dataset_solve_boundingbox.jsonl',
+'dataset_solve_color.jsonl',
+'dataset_solve_compress.jsonl',
+'dataset_solve_edge.jsonl',
+'dataset_solve_erosion.jsonl',
+'dataset_solve_flip.jsonl',
+'dataset_solve_fractal.jsonl',
+'dataset_solve_gravity.jsonl',
+'dataset_solve_grid.jsonl',
+'dataset_solve_half.jsonl',
+# 'dataset_solve_halfplane.jsonl',
+'dataset_solve_mask.jsonl',
+'dataset_solve_mass.jsonl',
+'dataset_solve_outline.jsonl',
+'dataset_solve_probecolor.jsonl',
+# 'dataset_solve_ray.jsonl',
+# 'dataset_solve_reverse.jsonl',
+'dataset_solve_rotate.jsonl',
+'dataset_solve_scale.jsonl',
+# 'dataset_solve_skew.jsonl',
+'dataset_solve_symmetry.jsonl',
+'dataset_solve_translate.jsonl',
+'dataset_solve_zindex.jsonl',
+# 'dataset_symmetry.jsonl',
+```
+
+# Version 139
+
+Disabled several datasets.
+
+```txt
+'dataset_cellular_automaton.jsonl',
+'dataset_dilation.jsonl',
+'dataset_erosion.jsonl',
+'dataset_histogram.jsonl',
+'dataset_image.jsonl',
+'dataset_image_pair.jsonl',
+'dataset_mass.jsonl',
+'dataset_scale.jsonl',
+'dataset_shape.jsonl',
+'dataset_solve_bool.jsonl',
+# 'dataset_solve_boundingbox.jsonl',
+# 'dataset_solve_color.jsonl',
+# 'dataset_solve_compress.jsonl',
+# 'dataset_solve_edge.jsonl',
+# 'dataset_solve_erosion.jsonl',
+# 'dataset_solve_flip.jsonl',
+# 'dataset_solve_fractal.jsonl',
+# 'dataset_solve_gravity.jsonl',
+# 'dataset_solve_grid.jsonl',
+# 'dataset_solve_half.jsonl',
+'dataset_solve_halfplane.jsonl',
+# 'dataset_solve_mask.jsonl',
+# 'dataset_solve_mass.jsonl',
+# 'dataset_solve_outline.jsonl',
+# 'dataset_solve_probecolor.jsonl',
+'dataset_solve_ray.jsonl',
+'dataset_solve_reverse.jsonl',
+# 'dataset_solve_rotate.jsonl',
+# 'dataset_solve_scale.jsonl',
+'dataset_solve_skew.jsonl',
+# 'dataset_solve_symmetry.jsonl',
+# 'dataset_solve_translate.jsonl',
+# 'dataset_solve_zindex.jsonl',
+'dataset_symmetry.jsonl',
+```
+
+# Version 140
+
+Enabled all datasets.
+
+Added new dataset: `dataset_solve_cross.jsonl`.
+
+# Version 141
+
+Switched to 30k rows.
+
+Disabled several datasets.
+
+```txt
+# 'dataset_cellular_automaton.jsonl',
+# 'dataset_dilation.jsonl',
+# 'dataset_erosion.jsonl',
+# 'dataset_histogram.jsonl',
+# 'dataset_image.jsonl',
+# 'dataset_image_pair.jsonl',
+# 'dataset_mass.jsonl',
+# 'dataset_scale.jsonl',
+# 'dataset_shape.jsonl',
+# 'dataset_solve_bool.jsonl',
+'dataset_solve_boundingbox.jsonl',
+'dataset_solve_color.jsonl',
+'dataset_solve_compress.jsonl',
+# 'dataset_solve_cross.jsonl',
+'dataset_solve_edge.jsonl',
+'dataset_solve_erosion.jsonl',
+'dataset_solve_flip.jsonl',
+'dataset_solve_fractal.jsonl',
+# 'dataset_solve_gravity.jsonl',
+'dataset_solve_grid.jsonl',
+'dataset_solve_half.jsonl',
+# 'dataset_solve_halfplane.jsonl',
+'dataset_solve_mask.jsonl',
+'dataset_solve_mass.jsonl',
+'dataset_solve_outline.jsonl',
+'dataset_solve_probecolor.jsonl',
+'dataset_solve_ray.jsonl',
+# 'dataset_solve_reverse.jsonl',
+'dataset_solve_rotate.jsonl',
+'dataset_solve_scale.jsonl',
+'dataset_solve_skew.jsonl',
+'dataset_solve_symmetry.jsonl',
+'dataset_solve_translate.jsonl',
+# 'dataset_solve_zindex.jsonl',
+# 'dataset_symmetry.jsonl',
+```
+
+# Version 142
+
+Switched to 300k rows.
+
+Enabled all datasets.
+
+Switched from 512 context to 1024 context.
+
+# Version 143
+
+Bigger images in `dataset_solve_cross.jsonl` and in `dataset_solve_mass.jsonl`.
+
+# Version 144
+
+Major update to `dataset_solve_symmetry.jsonl`.
+
+# Version 145
+
+Added `dataset_solve_span.jsonl`.
+
+# Version 146
+
+Extended `dataset_solve_span.jsonl` with `generate_task_with_template_lines`.
+
+# Version 147
+
+Extended `dataset_solve_span.jsonl` with `generate_task_with_alternate`.
+
+# Version 148
+
+Added `dataset_solve_count.jsonl`.
+
+# Version 149
+
+Randomized.
+
+# Version 150
+
+Upgraded context length for several datasets from 512 to 1024.
+
+# Version 151
+
+Randomized.
+
+# Version 152
+
+Randomized.
+
+# Version 153
+
+Extended `dataset_solve_mask.jsonl` with `generate_task_repair_rectangle_and_crop`.
+
+# Version 154
+
+Extended `dataset_solve_color.jsonl` with `generate_task_replace_color`.
+
+# Version 155
+
+Major update to datasets in the range from `dataset_solve_axxx.jsonl` to `dataset_solve_mask.jsonl`. 
+Now there is an earlier prediction for the output that is to be predicted. It may contain a hint, or it may be garbage that is to be ignored.