Update README.md
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README.md
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---
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license: mit
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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 25
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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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I forgot to enable it: 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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I forgot to enable it: Earlier predictions added to some of the rows.
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# Version 24
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Focus only on `generate_task_with_symmetry_line`.
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I forgot to enable it: Earlier predictions added to some of the rows.
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# version 25
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Enabled all transformations.
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Now I have enabled it, oh. Earlier predictions added to some of the rows.
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