[Eval] Evaluation of abstract reasoning capabilities of language models with the Raven Matrices test

[ggendro]

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Eval details 📑

Eval name

Raven Matrices

Eval description

This benchmark evaluates the ability of a language to perform abstract reasoning using a text-based version of the Raven Matrices test. The task consist of finding a pattern from a set of choices that completes a sequence of eight previous samples. We provide various types of matrices, either under natural language or symbolic formats, with multiple-choices and open-ended settings.

What makes this a useful eval?

Abstract reasoning is an useful task to evaluate the ability of a language model to extract a pattern from few examples. The abstract nature of the pattern requires the model to find the most generic pattern, allowing to test the generalization capacities of language models. Abstract reasoning is a task on which current language models do not perform well, although they have been under-evaluated in the research.

Criteria for a good eval ✅

Below are some of the criteria we look for in a good eval. In general, we are seeking cases where the model does not do a good job despite being capable of generating a good response (note that there are some things large language models cannot do, so those would not make good evals).

Your eval should be:

• [X] Thematically consistent: The eval should be thematically consistent. We'd like to see a number of prompts all demonstrating some particular failure mode. For example, we can create an eval on cases where the model fails to reason about the physical world.
• [X] Contains failures where a human can do the task, but either GPT-4 or GPT-3.5-Turbo could not.
• [X] Includes good signal around what is the right behavior. This means either a correct answer for Basic evals or the Fact Model-graded eval, or an exhaustive rubric for evaluating answers for the Criteria Model-graded eval.
• [X] Include at least 15 high quality examples.

If there is anything else that makes your eval worth including, please document it below.

Unique eval value

Our eval contains an extensive list of high-quality samples from a challenging and under-evaluated task, with several levels of difficulty and different formats.

Eval structure 🏗️

Your eval should

• [X] Check that your data is in evals/registry/data/{name}
• [X] Check that your yaml is registered at evals/registry/evals/{name}.yaml
• [X] Ensure you have the right to use the data you submit via this eval

(For now, we will only be approving evals that use one of the existing eval classes. You may still write custom eval classes for your own cases, and we may consider merging them in the future.)

Final checklist 👀

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• [X] I agree that my submission will be made available under an MIT license and complies with OpenAI's usage policies.

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• [X] I understand that opening a PR, even if it meets the requirements above, does not guarantee the PR will be merged nor GPT-4 access granted.

Submit eval

• [X] I have filled out all required fields of this form
• [X] I have used Git LFS for the Eval JSON data
• [ ] (Ignore if not submitting code) I have run pip install pre-commit; pre-commit install and have verified that black, isort, and autoflake are running when I commit and push

Failure to fill out all required fields will result in the PR being closed.

Eval JSON data

Since we are using Git LFS, we are asking eval submitters to add in as many Eval Samples (at least 5) from their contribution here:

View evals in JSON

Eval

{"input": [{"role": "system", "content": "Find the pattern number 9 that completes the sequence. Pick the letter in front of the correct pattern that logically follows in the sequence from the answer set. Patterns in the sequence are preceded by a number from 1 to 8. Patterns in the answer set are preceded by a letter from A to H. Only return the letter in front of the correct pattern."}, {"role": "user", "content": "1. On an image, a large orange circle rotated at 90 degrees. "}, {"role": "user", "content": "2. On an image, a giant orange pentagon rotated at 90 degrees. "}, {"role": "user", "content": "3. On an image, a small red triangle rotated at 90 degrees. "}, {"role": "user", "content": "4. On an image, a small orange circle rotated at 135 degrees. "}, {"role": "user", "content": "5. On an image, a large orange pentagon rotated at 135 degrees. "}, {"role": "user", "content": "6. On an image, a giant red triangle rotated at 135 degrees. "}, {"role": "user", "content": "7. On an image, a giant red circle rotated at -45 degrees. "}, {"role": "user", "content": "8. On an image, a small red pentagon rotated at -45 degrees. "}, {"role": "user", "content": "A. On an image, a large red triangle rotated at -45 degrees. "}, {"role": "user", "content": "B. On an image, a large red circle rotated at -45 degrees. "}, {"role": "user", "content": "C. On an image, a large red hexagon rotated at -45 degrees. "}, {"role": "user", "content": "D. On an image, a medium red triangle rotated at -45 degrees. "}, {"role": "user", "content": "E. On an image, a large orange triangle rotated at -45 degrees. "}, {"role": "user", "content": "F. On an image, a large red pentagon rotated at -45 degrees. "}, {"role": "user", "content": "G. On an image, a large pink triangle rotated at -45 degrees. "}, {"role": "user", "content": "H. On an image, a large lime triangle rotated at -45 degrees. "}, {"role": "user", "content": "The answer is "}], "ideal": "A"}
{"input": [{"role": "system", "content": "Find the pattern number 9 that completes the sequence. Pick the letter in front of the correct pattern that logically follows in the sequence from the answer set. Patterns in the sequence are preceded by a number from 1 to 8. Patterns in the answer set are preceded by a letter from A to H. Only return the letter in front of the correct pattern."}, {"role": "user", "content": "1. On an image, a huge purple triangle rotated at 180 degrees in the bottom right, a small purple triangle rotated at -45 degrees in the top left, a large purple triangle rotated at 45 degrees in the bottom left. "}, {"role": "user", "content": "2. On an image, a huge pink circle rotated at 180 degrees in the bottom right, a small pink circle rotated at -45 degrees in the bottom left, a large pink circle rotated at 45 degrees in the top right. "}, {"role": "user", "content": "3. On an image, a huge white square rotated at 180 degrees in the bottom right, a small white square rotated at -45 degrees in the top left, a large white square rotated at 45 degrees in the top right. "}, {"role": "user", "content": "4. On an image, a large lime circle rotated at 0 degrees in the bottom right, a tiny lime circle rotated at 90 degrees in the top left, a giant lime circle rotated at -45 degrees in the top right. "}, {"role": "user", "content": "5. On an image, a large green square rotated at 0 degrees in the bottom right, a tiny green square rotated at 90 degrees in the top left, a giant green square rotated at -45 degrees in the bottom left. "}, {"role": "user", "content": "6. On an image, a large cyan triangle rotated at 0 degrees in the bottom right, a tiny cyan triangle rotated at 90 degrees in the bottom left, a giant cyan triangle rotated at -45 degrees in the top right. "}, {"role": "user", "content": "7. On an image, a huge lime square rotated at 135 degrees in the bottom right, a tiny lime square rotated at 0 degrees in the bottom left, a tiny lime square rotated at 135 degrees in the top right. "}, {"role": "user", "content": "8. On an image, a huge green triangle rotated at 135 degrees in the bottom right, a tiny green triangle rotated at 0 degrees in the top left, a tiny green triangle rotated at 135 degrees in the top right. "}, {"role": "user", "content": "A. On an image, a huge cyan pentagon rotated at 135 degrees in the bottom right, a tiny cyan triangle rotated at 0 degrees in the top left, a tiny cyan triangle rotated at 135 degrees in the bottom left. "}, {"role": "user", "content": "B. On an image, a huge cyan circle rotated at 135 degrees in the top right, a tiny cyan circle rotated at 0 degrees in the bottom left, a tiny cyan circle rotated at 135 degrees in the top left. "}, {"role": "user", "content": "C. On an image, a huge cyan square rotated at 135 degrees in the bottom right, a tiny cyan hexagon rotated at 0 degrees in the top left, a tiny cyan hexagon rotated at 135 degrees in the bottom left. "}, {"role": "user", "content": "D. On an image, a huge cyan circle rotated at 135 degrees in the top left, a tiny cyan circle rotated at 0 degrees in the bottom right, a tiny cyan circle rotated at 135 degrees in the top right. "}, {"role": "user", "content": "E. On an image, a huge cyan circle rotated at 135 degrees in the bottom right, a tiny cyan circle rotated at 0 degrees in the top left, a tiny cyan circle rotated at 135 degrees in the bottom left. "}, {"role": "user", "content": "F. On an image, a huge yellow circle rotated at 135 degrees in the bottom right, a tiny lime circle rotated at 0 degrees in the top left, a tiny orange circle rotated at 135 degrees in the bottom left. "}, {"role": "user", "content": "G. On an image, a huge cyan circle rotated at 135 degrees in the bottom left, a tiny cyan circle rotated at 0 degrees in the top right, a tiny cyan circle rotated at 135 degrees in the bottom right. "}, {"role": "user", "content": "H. On an image, a huge cyan hexagon rotated at 135 degrees in the bottom right, a tiny cyan pentagon rotated at 0 degrees in the top left, a tiny cyan pentagon rotated at 135 degrees in the bottom left. "}, {"role": "user", "content": "The answer is "}], "ideal": "E"}
{"input": [{"role": "system", "content": "Find the pattern number 9 that completes the sequence. Pick the letter in front of the correct pattern that logically follows in the sequence from the answer set. Patterns in the sequence are preceded by a number from 1 to 8. Patterns in the answer set are preceded by a letter from A to H. Only return the letter in front of the correct pattern."}, {"role": "user", "content": "1. On an image, a small red circle rotated at -135 degrees in the top left. "}, {"role": "user", "content": "2. On an image, a small red hexagon rotated at -135 degrees in the top right. "}, {"role": "user", "content": "3. On an image, a small red triangle rotated at -135 degrees in the center. "}, {"role": "user", "content": "4. On an image, a giant cyan hexagon rotated at -135 degrees in the top center. "}, {"role": "user", "content": "5. On an image, a giant cyan triangle rotated at -135 degrees in the center left. "}, {"role": "user", "content": "6. On an image, a giant cyan circle rotated at -135 degrees in the center right. "}, {"role": "user", "content": "7. On an image, a tiny green triangle rotated at -45 degrees in the center, a tiny green triangle rotated at -45 degrees in the bottom left, a tiny green triangle rotated at -45 degrees in the center left. "}, {"role": "user", "content": "8. On an image, a tiny green circle rotated at -45 degrees in the bottom left, a tiny green circle rotated at -45 degrees in the bottom right, a tiny green circle rotated at -45 degrees in the center right. "}, {"role": "user", "content": "A. On an image, a huge yellow circle rotated at -45 degrees in the bottom center, a large green square rotated at 180 degrees in the center left, a small red triangle rotated at -45 degrees in the top center, a medium pink triangle rotated at -45 degrees in the center, a small green pentagon rotated at 135 degrees in the bottom right, a giant lime triangle rotated at 180 degrees in the top left, a large blue pentagon rotated at -90 degrees in the center right. "}, {"role": "user", "content": "B. On an image, a tiny green circle rotated at -45 degrees in the bottom right, a tiny green triangle rotated at -45 degrees in the top center, a tiny green triangle rotated at -45 degrees in the bottom center. "}, {"role": "user", "content": "C. On an image, a tiny green triangle rotated at -45 degrees in the bottom right, a tiny green square rotated at -45 degrees in the top center, a tiny green circle rotated at -45 degrees in the bottom center. "}, {"role": "user", "content": "D. On an image, a large green hexagon rotated at -45 degrees in the bottom right, a giant green hexagon rotated at -45 degrees in the top center, a small green hexagon rotated at -45 degrees in the bottom center. "}, {"role": "user", "content": "E. On an image, a huge green hexagon rotated at -45 degrees in the bottom right, a medium green hexagon rotated at -45 degrees in the top center, a large green hexagon rotated at -45 degrees in the bottom center. "}, {"role": "user", "content": "F. On an image, a tiny green hexagon rotated at -45 degrees in the center right, a tiny green hexagon rotated at -45 degrees in the center, a tiny green hexagon rotated at -45 degrees in the top center. "}, {"role": "user", "content": "G. On an image, a tiny green pentagon rotated at -45 degrees in the bottom right, a tiny green circle rotated at -45 degrees in the top center, a tiny green pentagon rotated at -45 degrees in the bottom center. "}, {"role": "user", "content": "H. On an image, a tiny green hexagon rotated at -45 degrees in the bottom right, a tiny green hexagon rotated at -45 degrees in the top center, a tiny green hexagon rotated at -45 degrees in the bottom center. "}, {"role": "user", "content": "The answer is "}], "ideal": "H"}

{"input": [{"role": "system", "content": "Find the pattern number 9 that completes the sequence. Pick the letter in front of the correct pattern that logically follows in the sequence from the answer set. Patterns in the sequence are preceded by a number from 1 to 8. Patterns in the answer set are preceded by a letter from A to H. Only return the letter in front of the correct pattern."}, {"role": "user", "content": "1. [(D, B, F, F,)] "}, {"role": "user", "content": "2. [(F, B, D, F,)] "}, {"role": "user", "content": "3. [(B, A, B, F,)] "}, {"role": "user", "content": "4. [(B, B, F, G,)] "}, {"role": "user", "content": "5. [(D, B, D, G,)] "}, {"role": "user", "content": "6. [(F, A, B, G,)] "}, {"role": "user", "content": "7. [(F, A, F, C,)] "}, {"role": "user", "content": "8. [(B, A, D, C,)] "}, {"role": "user", "content": "A. [(D, A, B, C,)] "}, {"role": "user", "content": "B. [(D, A, F, C,)] "}, {"role": "user", "content": "C. [(D, A, E, C,)] "}, {"role": "user", "content": "D. [(C, A, B, C,)] "}, {"role": "user", "content": "E. [(D, B, B, C,)] "}, {"role": "user", "content": "F. [(D, A, D, C,)] "}, {"role": "user", "content": "G. [(D, I, B, C,)] "}, {"role": "user", "content": "H. [(D, D, B, C,)] "}, {"role": "user", "content": "The answer is "}], "ideal": "A"}
{"input": [{"role": "system", "content": "Find the pattern number 9 that completes the sequence. Pick the letter in front of the correct pattern that logically follows in the sequence from the answer set. Patterns in the sequence are preceded by a number from 1 to 8. Patterns in the answer set are preceded by a letter from A to H. Only return the letter in front of the correct pattern."}, {"role": "user", "content": "1. [(E, H, B, H, BR), (B, H, B, C, TL), (D, H, B, E, BL)] "}, {"role": "user", "content": "2. [(E, I, F, H, BR), (B, I, F, C, BL), (D, I, F, E, TR)] "}, {"role": "user", "content": "3. [(E, J, C, H, BR), (B, J, C, C, TL), (D, J, C, E, TR)] "}, {"role": "user", "content": "4. [(D, D, F, D, BR), (A, D, F, F, TL), (F, D, F, C, TR)] "}, {"role": "user", "content": "5. [(D, E, C, D, BR), (A, E, C, F, TL), (F, E, C, C, BL)] "}, {"role": "user", "content": "6. [(D, F, B, D, BR), (A, F, B, F, BL), (F, F, B, C, TR)] "}, {"role": "user", "content": "7. [(E, D, C, G, BR), (A, D, C, D, BL), (A, D, C, G, TR)] "}, {"role": "user", "content": "8. [(E, E, B, G, BR), (A, E, B, D, TL), (A, E, B, G, TR)] "}, {"role": "user", "content": "A. [(E, F, D, G, BR), (A, F, B, D, TL), (A, F, B, G, BL)] "}, {"role": "user", "content": "B. [(E, F, F, G, TR), (A, F, F, D, BL), (A, F, F, G, TL)] "}, {"role": "user", "content": "C. [(E, F, C, G, BR), (A, F, E, D, TL), (A, F, E, G, BL)] "}, {"role": "user", "content": "D. [(E, F, F, G, TL), (A, F, F, D, BR), (A, F, F, G, TR)] "}, {"role": "user", "content": "E. [(E, F, F, G, BR), (A, F, F, D, TL), (A, F, F, G, BL)] "}, {"role": "user", "content": "F. [(E, C, F, G, BR), (A, D, F, D, TL), (A, B, F, G, BL)] "}, {"role": "user", "content": "G. [(E, F, F, G, BL), (A, F, F, D, TR), (A, F, F, G, BR)] "}, {"role": "user", "content": "H. [(E, F, E, G, BR), (A, F, D, D, TL), (A, F, D, G, BL)] "}, {"role": "user", "content": "The answer is "}], "ideal": "E"}
{"input": [{"role": "system", "content": "Find the pattern number 9 that completes the sequence. Pick the letter in front of the correct pattern that logically follows in the sequence from the answer set. Patterns in the sequence are preceded by a number from 1 to 8. Patterns in the answer set are preceded by a letter from A to H. Only return the letter in front of the correct pattern."}, {"role": "user", "content": "1. [(B, A, F, A, TL)] "}, {"role": "user", "content": "2. [(B, A, E, A, TR)] "}, {"role": "user", "content": "3. [(B, A, B, A, C)] "}, {"role": "user", "content": "4. [(F, F, E, A, TC)] "}, {"role": "user", "content": "5. [(F, F, B, A, CL)] "}, {"role": "user", "content": "6. [(F, F, F, A, CR)] "}, {"role": "user", "content": "7. [(A, E, B, C, C), (A, E, B, C, BL), (A, E, B, C, CL)] "}, {"role": "user", "content": "8. [(A, E, F, C, BL), (A, E, F, C, BR), (A, E, F, C, CR)] "}, {"role": "user", "content": "A. [(E, C, F, C, BC), (D, E, C, H, CL), (B, A, B, C, TC), (C, I, B, C, C), (B, E, D, G, BR), (F, D, B, H, TL), (D, G, D, B, CR)] "}, {"role": "user", "content": "B. [(A, E, F, C, BR), (A, E, B, C, TC), (A, E, B, C, BC)] "}, {"role": "user", "content": "C. [(A, E, B, C, BR), (A, E, C, C, TC), (A, E, F, C, BC)] "}, {"role": "user", "content": "D. [(D, E, E, C, BR), (F, E, E, C, TC), (B, E, E, C, BC)] "}, {"role": "user", "content": "E. [(E, E, E, C, BR), (C, E, E, C, TC), (D, E, E, C, BC)] "}, {"role": "user", "content": "F. [(A, E, E, C, CR), (A, E, E, C, C), (A, E, E, C, TC)] "}, {"role": "user", "content": "G. [(A, E, D, C, BR), (A, E, F, C, TC), (A, E, D, C, BC)] "}, {"role": "user", "content": "H. [(A, E, E, C, BR), (A, E, E, C, TC), (A, E, E, C, BC)] "}, {"role": "user", "content": "The answer is "}], "ideal": "H"}

{"input": [{"role": "system", "content": "Find the pattern number 9 that completes the sequence. Write the correct pattern with the same format as in the examples. Patterns in the sequence are preceded by a number from 1 to 8. "}, {"role": "user", "content": "1. On an image, a large orange circle rotated at 90 degrees. "}, {"role": "user", "content": "2. On an image, a giant orange pentagon rotated at 90 degrees. "}, {"role": "user", "content": "3. On an image, a small red triangle rotated at 90 degrees. "}, {"role": "user", "content": "4. On an image, a small orange circle rotated at 135 degrees. "}, {"role": "user", "content": "5. On an image, a large orange pentagon rotated at 135 degrees. "}, {"role": "user", "content": "6. On an image, a giant red triangle rotated at 135 degrees. "}, {"role": "user", "content": "7. On an image, a giant red circle rotated at -45 degrees. "}, {"role": "user", "content": "8. On an image, a small red pentagon rotated at -45 degrees. "}, {"role": "user", "content": "The pattern that logically follows is:\n9. "}], "ideal": "On an image, a large red triangle rotated at -45 degrees. "}
{"input": [{"role": "system", "content": "Find the pattern number 9 that completes the sequence. Write the correct pattern with the same format as in the examples. Patterns in the sequence are preceded by a number from 1 to 8. "}, {"role": "user", "content": "1. On an image, a huge purple triangle rotated at 180 degrees in the bottom right, a small purple triangle rotated at -45 degrees in the top left, a large purple triangle rotated at 45 degrees in the bottom left. "}, {"role": "user", "content": "2. On an image, a huge pink circle rotated at 180 degrees in the bottom right, a small pink circle rotated at -45 degrees in the bottom left, a large pink circle rotated at 45 degrees in the top right. "}, {"role": "user", "content": "3. On an image, a huge white square rotated at 180 degrees in the bottom right, a small white square rotated at -45 degrees in the top left, a large white square rotated at 45 degrees in the top right. "}, {"role": "user", "content": "4. On an image, a large lime circle rotated at 0 degrees in the bottom right, a tiny lime circle rotated at 90 degrees in the top left, a giant lime circle rotated at -45 degrees in the top right. "}, {"role": "user", "content": "5. On an image, a large green square rotated at 0 degrees in the bottom right, a tiny green square rotated at 90 degrees in the top left, a giant green square rotated at -45 degrees in the bottom left. "}, {"role": "user", "content": "6. On an image, a large cyan triangle rotated at 0 degrees in the bottom right, a tiny cyan triangle rotated at 90 degrees in the bottom left, a giant cyan triangle rotated at -45 degrees in the top right. "}, {"role": "user", "content": "7. On an image, a huge lime square rotated at 135 degrees in the bottom right, a tiny lime square rotated at 0 degrees in the bottom left, a tiny lime square rotated at 135 degrees in the top right. "}, {"role": "user", "content": "8. On an image, a huge green triangle rotated at 135 degrees in the bottom right, a tiny green triangle rotated at 0 degrees in the top left, a tiny green triangle rotated at 135 degrees in the top right. "}, {"role": "user", "content": "The pattern that logically follows is:\n9. "}], "ideal": "On an image, a huge cyan circle rotated at 135 degrees in the bottom right, a tiny cyan circle rotated at 0 degrees in the top left, a tiny cyan circle rotated at 135 degrees in the bottom left. "}
{"input": [{"role": "system", "content": "Find the pattern number 9 that completes the sequence. Write the correct pattern with the same format as in the examples. Patterns in the sequence are preceded by a number from 1 to 8. "}, {"role": "user", "content": "1. On an image, a small red circle rotated at -135 degrees in the top left. "}, {"role": "user", "content": "2. On an image, a small red hexagon rotated at -135 degrees in the top right. "}, {"role": "user", "content": "3. On an image, a small red triangle rotated at -135 degrees in the center. "}, {"role": "user", "content": "4. On an image, a giant cyan hexagon rotated at -135 degrees in the top center. "}, {"role": "user", "content": "5. On an image, a giant cyan triangle rotated at -135 degrees in the center left. "}, {"role": "user", "content": "6. On an image, a giant cyan circle rotated at -135 degrees in the center right. "}, {"role": "user", "content": "7. On an image, a tiny green triangle rotated at -45 degrees in the center, a tiny green triangle rotated at -45 degrees in the bottom left, a tiny green triangle rotated at -45 degrees in the center left. "}, {"role": "user", "content": "8. On an image, a tiny green circle rotated at -45 degrees in the bottom left, a tiny green circle rotated at -45 degrees in the bottom right, a tiny green circle rotated at -45 degrees in the center right. "}, {"role": "user", "content": "The pattern that logically follows is:\n9. "}], "ideal": "On an image, a tiny green hexagon rotated at -45 degrees in the bottom right, a tiny green hexagon rotated at -45 degrees in the top center, a tiny green hexagon rotated at -45 degrees in the bottom center. "}

{"input": [{"role": "system", "content": "Find the pattern number 9 that completes the sequence. Write the correct pattern with the same format as in the examples. Patterns in the sequence are preceded by a number from 1 to 8. "}, {"role": "user", "content": "1. [(D, B, F, F,)] "}, {"role": "user", "content": "2. [(F, B, D, F,)] "}, {"role": "user", "content": "3. [(B, A, B, F,)] "}, {"role": "user", "content": "4. [(B, B, F, G,)] "}, {"role": "user", "content": "5. [(D, B, D, G,)] "}, {"role": "user", "content": "6. [(F, A, B, G,)] "}, {"role": "user", "content": "7. [(F, A, F, C,)] "}, {"role": "user", "content": "8. [(B, A, D, C,)] "}, {"role": "user", "content": "The pattern that logically follows is:\n9. "}], "ideal": "[(D, A, B, C,)] "}
{"input": [{"role": "system", "content": "Find the pattern number 9 that completes the sequence. Write the correct pattern with the same format as in the examples. Patterns in the sequence are preceded by a number from 1 to 8. "}, {"role": "user", "content": "1. [(E, H, B, H, BR), (B, H, B, C, TL), (D, H, B, E, BL)] "}, {"role": "user", "content": "2. [(E, I, F, H, BR), (B, I, F, C, BL), (D, I, F, E, TR)] "}, {"role": "user", "content": "3. [(E, J, C, H, BR), (B, J, C, C, TL), (D, J, C, E, TR)] "}, {"role": "user", "content": "4. [(D, D, F, D, BR), (A, D, F, F, TL), (F, D, F, C, TR)] "}, {"role": "user", "content": "5. [(D, E, C, D, BR), (A, E, C, F, TL), (F, E, C, C, BL)] "}, {"role": "user", "content": "6. [(D, F, B, D, BR), (A, F, B, F, BL), (F, F, B, C, TR)] "}, {"role": "user", "content": "7. [(E, D, C, G, BR), (A, D, C, D, BL), (A, D, C, G, TR)] "}, {"role": "user", "content": "8. [(E, E, B, G, BR), (A, E, B, D, TL), (A, E, B, G, TR)] "}, {"role": "user", "content": "The pattern that logically follows is:\n9. "}], "ideal": "[(E, F, F, G, BR), (A, F, F, D, TL), (A, F, F, G, BL)] "}
{"input": [{"role": "system", "content": "Find the pattern number 9 that completes the sequence. Write the correct pattern with the same format as in the examples. Patterns in the sequence are preceded by a number from 1 to 8. "}, {"role": "user", "content": "1. [(B, A, F, A, TL)] "}, {"role": "user", "content": "2. [(B, A, E, A, TR)] "}, {"role": "user", "content": "3. [(B, A, B, A, C)] "}, {"role": "user", "content": "4. [(F, F, E, A, TC)] "}, {"role": "user", "content": "5. [(F, F, B, A, CL)] "}, {"role": "user", "content": "6. [(F, F, F, A, CR)] "}, {"role": "user", "content": "7. [(A, E, B, C, C), (A, E, B, C, BL), (A, E, B, C, CL)] "}, {"role": "user", "content": "8. [(A, E, F, C, BL), (A, E, F, C, BR), (A, E, F, C, CR)] "}, {"role": "user", "content": "The pattern that logically follows is:\n9. "}], "ideal": "[(A, E, E, C, BR), (A, E, E, C, TC), (A, E, E, C, BC)] "}

[ggendro]

Thank you for the feedback!

I proceeded to the following changes:

1. I reverted the modification of the .gitattributes file
2. I modified the evaluation from Match to Includes and added the following sentence to the prompt of the samples with multiple choices: Explain your reasoning step-by-step and provide the expected output immediately after writing the word ANSWER: . and this sentence to the prompt of the open-question samples: Explain your reasoning step-by-step and provide the expected output immediately after writing the word ANSWER: 9.
3. I added a file in evals_sets listing the new evals
4. I pruned the files to 2000 samples each
5. I apologise for the typos in the yaml file, they are now corrected
6. The dataset was not created from a generator script but adapted from the visual question answering Raven Matrices test to text format.

[ggendro]

Thank you for the additional feedback.

I changed the prompt from provide the expected output to provide the expected letter to make the intended format clearer to the model.

[usama-openai]

Thanks for updating the PR.

The updated prompt added more ambiguity. Can you rephrase it like this: Explain your reasoning step-by-step, and at the end, provide the expected choice letter immediately after writing the word ANSWER: 

[ggendro]

It's better indeed, I modified the prompt accordingly