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