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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) solve symmetry version 23 |
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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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ARC-AGI Tasks where the job is to transform symmetric images. |
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example count: 2-4. |
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test count: 1-2. |
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image size: 2-3. |
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symmetry types: hstack2, hstack3, vstack2, vstack3, grid2x2. |
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# Version 2 |
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image size: 2-4. |
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# Version 3 |
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Added `HSTACK4`, `VSTACK4`. |
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# Version 4 |
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Added `HSTACK5`, `VSTACK5`. |
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# Version 5 |
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Added `ImageSymmetrySquare`, so images can be rotated by 90 degrees, and flipped over the diagonals. |
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# Version 6 |
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Only exercising `ImageSymmetrySquare` with `HSTACK2`, `VSTACK2`. |
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Added random padding around the input images, so the job is to extract the content. |
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# Version 7 |
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Only exercising `ImageSymmetrySquare` with `GRID2X2`. |
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# Version 8 |
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Only exercising `ImageSymmetrySquare` with `HSTACK3`, `VSTACK3`. |
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# Version 9 |
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Only exercising `ImageSymmetrySquare` with `HSTACK4`, `HSTACK5`, `VSTACK4`, `VSTACK5`. |
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# Version 10 |
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Only exercising `ImageSymmetrySquare` with all the pattern types enabled. |
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# Version 11 |
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Only exercising `ImageSymmetrySquare` with `HSTACK4`, `VSTACK4`. |
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# Version 12 |
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Only exercising `ImageSymmetrySquare` with `HSTACK5`, `VSTACK5`. |
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# Version 13 |
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Only exercising `ImageSymmetrySquare` with all the pattern types enabled. |
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# Version 14 |
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Enabled `ImageSymmetryRect`, and added padding. |
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Enabled `ImageSymmetrySquare`. |
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# Version 15 |
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Focus only on the new `generate_task_with_symmetry_line`. |
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pattern size: 2-4. |
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padding size: 0-3. |
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# Version 16 |
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Focus only on the new `generate_task_with_symmetry_line`. |
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pattern size: 2-5. |
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padding size: 0-4. |
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# Version 17 |
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Focus only on the new `generate_task_with_symmetry_line`. |
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pattern size: 2-5. |
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padding size: 0-4. |
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Invert colors of pattern. |
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Invert colors of background and wall. |
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# Version 18 |
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Focus only on the new `generate_task_with_symmetry_line`. |
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pattern size: 2-5. |
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padding size: 0-4. |
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Invert colors of pattern. |
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Invert colors of background and wall. |
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Sporadic insert decoy pixel inside the pattern that is either background color or wall color. |
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Random thickness of wall. |
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wall size: 1-2. |
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# Version 19 |
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Enabled all the task generators. |
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Slightly smaller patterns for the `generate_task_with_symmetry_line`, since the big patterns seems to be something that the model struggles grokking. |
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# Version 20 |
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Turned up parameters so the tasks have a length of just below 1024 context length. Previously I aimed for 512 tokens. |
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# Version 21 |
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Focus only on the new `generate_task_with_symmetry_line`. |
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pattern size: 2-7. |
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padding size: 0-10. |
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wall size: 1-3. |
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# Version 22 |
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Enabled all transformations. |
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Smaller images, so they can fit inside a context length 1024. |
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Earlier predictions added to some of the rows. |
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# Version 23 |
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Even smaller images. The model struggles grokking the previous verison. |
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