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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 9 |
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size_categories: |
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- 10K<n<100K |
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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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