| --- |
| license: mit |
| task_categories: |
| - image-to-text |
| - text-to-image |
| language: |
| - en |
| pretty_name: simons ARC (abstraction & reasoning corpus) combined datasets version 21 |
| size_categories: |
| - 10K<n<100K |
| configs: |
| - config_name: default |
| data_files: |
| - split: train |
| path: data.jsonl |
| --- |
| |
| # Version 1 |
|
|
| 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`. |
|
|
| # 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. |
| 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`. |
|
|
| # 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 |
|
|
| Added datasets. |
|
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| Datasets: |
| - `dataset_solve_color.jsonl` |
| - `dataset_solve_rotate.jsonl` |
| - `dataset_solve_translate.jsonl` |
| - `dataset_cellular_automaton.jsonl` - added. |
| - `dataset_shape.jsonl` - added. |
|
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| # 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. |
|
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| # Verison 20 |
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| Bigger images. |
|
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| # Verison 21 |
|
|
| Added dataset. Disabled some datasets. |
|
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| Datasets: |
| - `dataset_cellular_automaton.jsonl` |
| - `dataset_shape.jsonl` |
| - `dataset_mass.jsonl` - added. |
|
|
