Add eval for guessing the singer or band #659
Merged
Conversation
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
|
usama-openai
approved these changes
May 23, 2023
arbreton
pushed a commit
to arbreton/evals
that referenced
this pull request
Jul 8, 2023
# Thank you for contributing an eval!♥️ 🚨 Please make sure your PR follows these guidelines, __failure to follow the guidelines below will result in the PR being closed automatically__. Note that even if the criteria are met, that does not guarantee the PR will be merged nor GPT-4 access granted. 🚨 __PLEASE READ THIS__: In order for a PR to be merged, it must fail on GPT-4. We are aware that right now, users do not have access, so you will not be able to tell if the eval fails or not. Please run your eval with GPT-3.5-Turbo, but keep in mind as we run the eval, if GPT-4 gets higher than 90% on the eval, we will likely reject since GPT-4 is already capable of completing the task. We plan to roll out a way for users submitting evals to see the eval performance on GPT-4 soon. Stay tuned! Until then, you will not be able to see the eval performance on GPT-4. **Starting April 10, the minimum eval count is 15 samples, we hope this makes it easier to create and contribute evals.** ## Eval details 📑 ### Eval name guess-the-singer ### Eval description This evaluation measures the model's ability to identify a singer or band by analyzing the first 10 words of a song. To ensure the evaluation's fairness and focus, we have excluded songs with multiple singers/bands and included only those published before 2021. To test the model's performance, we provide it with three potential choices and evaluate its accuracy in selecting the correct one. ### What makes this a useful eval? The inclusion of over 4000 popular songs' lyrics provides a large and diverse dataset for the model to test on. This enables a more accurate assessment of the model's performance and its ability to identify singers/bands based on the first 10 words of their songs. ## 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 > This evaluation assesses not only the model's ability to recognize a singer or band based on the first 10 words of a song but also its capability to accurately copy the provided options without adding any additional punctuation or text. By testing the model's ability to replicate the options, we can gain insights into its language generation capabilities and identify any areas for improvement in its output. Accuracy achieved with gpt-3.5-turbo equals 0.635. ## 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 👀 ### Submission agreement By contributing to Evals, you are agreeing to make your evaluation logic and data under the same MIT license as this repository. You must have adequate rights to upload any data used in an Eval. OpenAI reserves the right to use this data in future service improvements to our product. Contributions to OpenAI Evals will be subject to our usual Usage Policies (https://platform.openai.com/docs/usage-policies). - [x] I agree that my submission will be made available under an MIT license and complies with OpenAI's usage policies. ### Email address validation If your submission is accepted, we will be granting GPT-4 access to a limited number of contributors. Access will be given to the email address associated with the merged pull request. - [x] I acknowledge that GPT-4 access will only be granted, if applicable, to the email address used for my merged pull request. ### Limited availability acknowledgement We know that you might be excited to contribute to OpenAI's mission, help improve our models, and gain access to GPT-4. However, due to the requirements mentioned above and high volume of submissions, we will not be able to accept all submissions and thus not grant everyone who opens a PR GPT-4 access. We know this is disappointing, but we hope to set the right expectation before you open this PR. - [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 in the evals PR form - [ ] (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: <details> <summary>View evals in JSON</summary> ### Eval ```jsonl {"input": [{"role": "system", "content": "Guess the singer/band name based on the first 10 words of the song. You will be presented with 3 options, one of which is correct. Your answer must be identical to the chosen option, without any added text or punctuation. \nExample: \nText: in the town where I was born lived a man who sailed to sea \nChoices: the rolling stones, the animals, the beatles\n\nAnswer: \nthe beatles"}, {"role": "user", "content": "Text: in the beginning god created heaven and earth for what \nChoices: dua lipa, ed sheeran, lady gaga"}], "ideal": "dua lipa"} {"input": [{"role": "system", "content": "Guess the singer/band name based on the first 10 words of the song. You will be presented with 3 options, one of which is correct. Your answer must be identical to the chosen option, without any added text or punctuation. \nExample: \nText: in the town where I was born lived a man who sailed to sea \nChoices: the rolling stones, the animals, the beatles\n\nAnswer: \nthe beatles"}, {"role": "user", "content": "Text: versedrake ayye yo dj wristpect let's get em' veterans like \nChoices: cardi b, drake, coldplay"}], "ideal": "drake"} {"input": [{"role": "system", "content": "Guess the singer/band name based on the first 10 words of the song. You will be presented with 3 options, one of which is correct. Your answer must be identical to the chosen option, without any added text or punctuation. \nExample: \nText: in the town where I was born lived a man who sailed to sea \nChoices: the rolling stones, the animals, the beatles\n\nAnswer: \nthe beatles"}, {"role": "user", "content": "Text: yeah yeah sick da got that dope they \nChoices: eminem, dua lipa, nicki minaj"}], "ideal": "eminem"} {"input": [{"role": "system", "content": "Guess the singer/band name based on the first 10 words of the song. You will be presented with 3 options, one of which is correct. Your answer must be identical to the chosen option, without any added text or punctuation. \nExample: \nText: in the town where I was born lived a man who sailed to sea \nChoices: the rolling stones, the animals, the beatles\n\nAnswer: \nthe beatles"}, {"role": "user", "content": "Text: bobby v yeah bobby v yeah dj turn me up \nChoices: nicki minaj, selena gomez, coldplay"}], "ideal": "nicki minaj"} {"input": [{"role": "system", "content": "Guess the singer/band name based on the first 10 words of the song. You will be presented with 3 options, one of which is correct. Your answer must be identical to the chosen option, without any added text or punctuation. \nExample: \nText: in the town where I was born lived a man who sailed to sea \nChoices: the rolling stones, the animals, the beatles\n\nAnswer: \nthe beatles"}, {"role": "user", "content": "Text: ed sheeran yeah i was born a misfit grew up \nChoices: ed sheeran, maroon 5, justin bieber"}], "ideal": "ed sheeran"} {"input": [{"role": "system", "content": "Guess the singer/band name based on the first 10 words of the song. You will be presented with 3 options, one of which is correct. Your answer must be identical to the chosen option, without any added text or punctuation. \nExample: \nText: in the town where I was born lived a man who sailed to sea \nChoices: the rolling stones, the animals, the beatles\n\nAnswer: \nthe beatles"}, {"role": "user", "content": "Text: there's a dream in my soul a fire that's deep \nChoices: justin bieber, charlie puth, bts"}], "ideal": "justin bieber"} {"input": [{"role": "system", "content": "Guess the singer/band name based on the first 10 words of the song. You will be presented with 3 options, one of which is correct. Your answer must be identical to the chosen option, without any added text or punctuation. \nExample: \nText: in the town where I was born lived a man who sailed to sea \nChoices: the rolling stones, the animals, the beatles\n\nAnswer: \nthe beatles"}, {"role": "user", "content": "Text: selena gomez take it or leave it baby take it \nChoices: selena gomez, justin bieber, bts"}], "ideal": "selena gomez"} {"input": [{"role": "system", "content": "Guess the singer/band name based on the first 10 words of the song. You will be presented with 3 options, one of which is correct. Your answer must be identical to the chosen option, without any added text or punctuation. \nExample: \nText: in the town where I was born lived a man who sailed to sea \nChoices: the rolling stones, the animals, the beatles\n\nAnswer: \nthe beatles"}, {"role": "user", "content": "Text: lalala lalala lalalalala oh you know i've never felt like \nChoices: rihanna, ed sheeran, charlie puth"}], "ideal": "rihanna"} {"input": [{"role": "system", "content": "Guess the singer/band name based on the first 10 words of the song. You will be presented with 3 options, one of which is correct. Your answer must be identical to the chosen option, without any added text or punctuation. \nExample: \nText: in the town where I was born lived a man who sailed to sea \nChoices: the rolling stones, the animals, the beatles\n\nAnswer: \nthe beatles"}, {"role": "user", "content": "Text: how could i see you when i was so blind \nChoices: katy perry, ed sheeran, drake"}], "ideal": "katy perry"} ``` </details> Co-authored-by: Vadim Titko <[email protected]>
jacobbieker
pushed a commit
to withmartian/-ARCHIVED--router-evals
that referenced
this pull request
Jan 9, 2024
# Thank you for contributing an eval!♥️ 🚨 Please make sure your PR follows these guidelines, __failure to follow the guidelines below will result in the PR being closed automatically__. Note that even if the criteria are met, that does not guarantee the PR will be merged nor GPT-4 access granted. 🚨 __PLEASE READ THIS__: In order for a PR to be merged, it must fail on GPT-4. We are aware that right now, users do not have access, so you will not be able to tell if the eval fails or not. Please run your eval with GPT-3.5-Turbo, but keep in mind as we run the eval, if GPT-4 gets higher than 90% on the eval, we will likely reject since GPT-4 is already capable of completing the task. We plan to roll out a way for users submitting evals to see the eval performance on GPT-4 soon. Stay tuned! Until then, you will not be able to see the eval performance on GPT-4. **Starting April 10, the minimum eval count is 15 samples, we hope this makes it easier to create and contribute evals.** ## Eval details 📑 ### Eval name guess-the-singer ### Eval description This evaluation measures the model's ability to identify a singer or band by analyzing the first 10 words of a song. To ensure the evaluation's fairness and focus, we have excluded songs with multiple singers/bands and included only those published before 2021. To test the model's performance, we provide it with three potential choices and evaluate its accuracy in selecting the correct one. ### What makes this a useful eval? The inclusion of over 4000 popular songs' lyrics provides a large and diverse dataset for the model to test on. This enables a more accurate assessment of the model's performance and its ability to identify singers/bands based on the first 10 words of their songs. ## 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 > This evaluation assesses not only the model's ability to recognize a singer or band based on the first 10 words of a song but also its capability to accurately copy the provided options without adding any additional punctuation or text. By testing the model's ability to replicate the options, we can gain insights into its language generation capabilities and identify any areas for improvement in its output. Accuracy achieved with gpt-3.5-turbo equals 0.635. ## 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 👀 ### Submission agreement By contributing to Evals, you are agreeing to make your evaluation logic and data under the same MIT license as this repository. You must have adequate rights to upload any data used in an Eval. OpenAI reserves the right to use this data in future service improvements to our product. Contributions to OpenAI Evals will be subject to our usual Usage Policies (https://platform.openai.com/docs/usage-policies). - [x] I agree that my submission will be made available under an MIT license and complies with OpenAI's usage policies. ### Email address validation If your submission is accepted, we will be granting GPT-4 access to a limited number of contributors. Access will be given to the email address associated with the merged pull request. - [x] I acknowledge that GPT-4 access will only be granted, if applicable, to the email address used for my merged pull request. ### Limited availability acknowledgement We know that you might be excited to contribute to OpenAI's mission, help improve our models, and gain access to GPT-4. However, due to the requirements mentioned above and high volume of submissions, we will not be able to accept all submissions and thus not grant everyone who opens a PR GPT-4 access. We know this is disappointing, but we hope to set the right expectation before you open this PR. - [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 in the evals PR form - [ ] (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: <details> <summary>View evals in JSON</summary> ### Eval ```jsonl {"input": [{"role": "system", "content": "Guess the singer/band name based on the first 10 words of the song. You will be presented with 3 options, one of which is correct. Your answer must be identical to the chosen option, without any added text or punctuation. \nExample: \nText: in the town where I was born lived a man who sailed to sea \nChoices: the rolling stones, the animals, the beatles\n\nAnswer: \nthe beatles"}, {"role": "user", "content": "Text: in the beginning god created heaven and earth for what \nChoices: dua lipa, ed sheeran, lady gaga"}], "ideal": "dua lipa"} {"input": [{"role": "system", "content": "Guess the singer/band name based on the first 10 words of the song. You will be presented with 3 options, one of which is correct. Your answer must be identical to the chosen option, without any added text or punctuation. \nExample: \nText: in the town where I was born lived a man who sailed to sea \nChoices: the rolling stones, the animals, the beatles\n\nAnswer: \nthe beatles"}, {"role": "user", "content": "Text: versedrake ayye yo dj wristpect let's get em' veterans like \nChoices: cardi b, drake, coldplay"}], "ideal": "drake"} {"input": [{"role": "system", "content": "Guess the singer/band name based on the first 10 words of the song. You will be presented with 3 options, one of which is correct. Your answer must be identical to the chosen option, without any added text or punctuation. \nExample: \nText: in the town where I was born lived a man who sailed to sea \nChoices: the rolling stones, the animals, the beatles\n\nAnswer: \nthe beatles"}, {"role": "user", "content": "Text: yeah yeah sick da got that dope they \nChoices: eminem, dua lipa, nicki minaj"}], "ideal": "eminem"} {"input": [{"role": "system", "content": "Guess the singer/band name based on the first 10 words of the song. You will be presented with 3 options, one of which is correct. Your answer must be identical to the chosen option, without any added text or punctuation. \nExample: \nText: in the town where I was born lived a man who sailed to sea \nChoices: the rolling stones, the animals, the beatles\n\nAnswer: \nthe beatles"}, {"role": "user", "content": "Text: bobby v yeah bobby v yeah dj turn me up \nChoices: nicki minaj, selena gomez, coldplay"}], "ideal": "nicki minaj"} {"input": [{"role": "system", "content": "Guess the singer/band name based on the first 10 words of the song. You will be presented with 3 options, one of which is correct. Your answer must be identical to the chosen option, without any added text or punctuation. \nExample: \nText: in the town where I was born lived a man who sailed to sea \nChoices: the rolling stones, the animals, the beatles\n\nAnswer: \nthe beatles"}, {"role": "user", "content": "Text: ed sheeran yeah i was born a misfit grew up \nChoices: ed sheeran, maroon 5, justin bieber"}], "ideal": "ed sheeran"} {"input": [{"role": "system", "content": "Guess the singer/band name based on the first 10 words of the song. You will be presented with 3 options, one of which is correct. Your answer must be identical to the chosen option, without any added text or punctuation. \nExample: \nText: in the town where I was born lived a man who sailed to sea \nChoices: the rolling stones, the animals, the beatles\n\nAnswer: \nthe beatles"}, {"role": "user", "content": "Text: there's a dream in my soul a fire that's deep \nChoices: justin bieber, charlie puth, bts"}], "ideal": "justin bieber"} {"input": [{"role": "system", "content": "Guess the singer/band name based on the first 10 words of the song. You will be presented with 3 options, one of which is correct. Your answer must be identical to the chosen option, without any added text or punctuation. \nExample: \nText: in the town where I was born lived a man who sailed to sea \nChoices: the rolling stones, the animals, the beatles\n\nAnswer: \nthe beatles"}, {"role": "user", "content": "Text: selena gomez take it or leave it baby take it \nChoices: selena gomez, justin bieber, bts"}], "ideal": "selena gomez"} {"input": [{"role": "system", "content": "Guess the singer/band name based on the first 10 words of the song. You will be presented with 3 options, one of which is correct. Your answer must be identical to the chosen option, without any added text or punctuation. \nExample: \nText: in the town where I was born lived a man who sailed to sea \nChoices: the rolling stones, the animals, the beatles\n\nAnswer: \nthe beatles"}, {"role": "user", "content": "Text: lalala lalala lalalalala oh you know i've never felt like \nChoices: rihanna, ed sheeran, charlie puth"}], "ideal": "rihanna"} {"input": [{"role": "system", "content": "Guess the singer/band name based on the first 10 words of the song. You will be presented with 3 options, one of which is correct. Your answer must be identical to the chosen option, without any added text or punctuation. \nExample: \nText: in the town where I was born lived a man who sailed to sea \nChoices: the rolling stones, the animals, the beatles\n\nAnswer: \nthe beatles"}, {"role": "user", "content": "Text: how could i see you when i was so blind \nChoices: katy perry, ed sheeran, drake"}], "ideal": "katy perry"} ``` </details> Co-authored-by: Vadim Titko <[email protected]>
Linmj-Judy
pushed a commit
to TablewareBox/evals
that referenced
this pull request
Feb 27, 2024
# Thank you for contributing an eval!♥️ 🚨 Please make sure your PR follows these guidelines, __failure to follow the guidelines below will result in the PR being closed automatically__. Note that even if the criteria are met, that does not guarantee the PR will be merged nor GPT-4 access granted. 🚨 __PLEASE READ THIS__: In order for a PR to be merged, it must fail on GPT-4. We are aware that right now, users do not have access, so you will not be able to tell if the eval fails or not. Please run your eval with GPT-3.5-Turbo, but keep in mind as we run the eval, if GPT-4 gets higher than 90% on the eval, we will likely reject since GPT-4 is already capable of completing the task. We plan to roll out a way for users submitting evals to see the eval performance on GPT-4 soon. Stay tuned! Until then, you will not be able to see the eval performance on GPT-4. **Starting April 10, the minimum eval count is 15 samples, we hope this makes it easier to create and contribute evals.** ## Eval details 📑 ### Eval name guess-the-singer ### Eval description This evaluation measures the model's ability to identify a singer or band by analyzing the first 10 words of a song. To ensure the evaluation's fairness and focus, we have excluded songs with multiple singers/bands and included only those published before 2021. To test the model's performance, we provide it with three potential choices and evaluate its accuracy in selecting the correct one. ### What makes this a useful eval? The inclusion of over 4000 popular songs' lyrics provides a large and diverse dataset for the model to test on. This enables a more accurate assessment of the model's performance and its ability to identify singers/bands based on the first 10 words of their songs. ## 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 > This evaluation assesses not only the model's ability to recognize a singer or band based on the first 10 words of a song but also its capability to accurately copy the provided options without adding any additional punctuation or text. By testing the model's ability to replicate the options, we can gain insights into its language generation capabilities and identify any areas for improvement in its output. Accuracy achieved with gpt-3.5-turbo equals 0.635. ## 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 👀 ### Submission agreement By contributing to Evals, you are agreeing to make your evaluation logic and data under the same MIT license as this repository. You must have adequate rights to upload any data used in an Eval. OpenAI reserves the right to use this data in future service improvements to our product. Contributions to OpenAI Evals will be subject to our usual Usage Policies (https://platform.openai.com/docs/usage-policies). - [x] I agree that my submission will be made available under an MIT license and complies with OpenAI's usage policies. ### Email address validation If your submission is accepted, we will be granting GPT-4 access to a limited number of contributors. Access will be given to the email address associated with the merged pull request. - [x] I acknowledge that GPT-4 access will only be granted, if applicable, to the email address used for my merged pull request. ### Limited availability acknowledgement We know that you might be excited to contribute to OpenAI's mission, help improve our models, and gain access to GPT-4. However, due to the requirements mentioned above and high volume of submissions, we will not be able to accept all submissions and thus not grant everyone who opens a PR GPT-4 access. We know this is disappointing, but we hope to set the right expectation before you open this PR. - [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 in the evals PR form - [ ] (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: <details> <summary>View evals in JSON</summary> ### Eval ```jsonl {"input": [{"role": "system", "content": "Guess the singer/band name based on the first 10 words of the song. You will be presented with 3 options, one of which is correct. Your answer must be identical to the chosen option, without any added text or punctuation. \nExample: \nText: in the town where I was born lived a man who sailed to sea \nChoices: the rolling stones, the animals, the beatles\n\nAnswer: \nthe beatles"}, {"role": "user", "content": "Text: in the beginning god created heaven and earth for what \nChoices: dua lipa, ed sheeran, lady gaga"}], "ideal": "dua lipa"} {"input": [{"role": "system", "content": "Guess the singer/band name based on the first 10 words of the song. You will be presented with 3 options, one of which is correct. Your answer must be identical to the chosen option, without any added text or punctuation. \nExample: \nText: in the town where I was born lived a man who sailed to sea \nChoices: the rolling stones, the animals, the beatles\n\nAnswer: \nthe beatles"}, {"role": "user", "content": "Text: versedrake ayye yo dj wristpect let's get em' veterans like \nChoices: cardi b, drake, coldplay"}], "ideal": "drake"} {"input": [{"role": "system", "content": "Guess the singer/band name based on the first 10 words of the song. You will be presented with 3 options, one of which is correct. Your answer must be identical to the chosen option, without any added text or punctuation. \nExample: \nText: in the town where I was born lived a man who sailed to sea \nChoices: the rolling stones, the animals, the beatles\n\nAnswer: \nthe beatles"}, {"role": "user", "content": "Text: yeah yeah sick da got that dope they \nChoices: eminem, dua lipa, nicki minaj"}], "ideal": "eminem"} {"input": [{"role": "system", "content": "Guess the singer/band name based on the first 10 words of the song. You will be presented with 3 options, one of which is correct. Your answer must be identical to the chosen option, without any added text or punctuation. \nExample: \nText: in the town where I was born lived a man who sailed to sea \nChoices: the rolling stones, the animals, the beatles\n\nAnswer: \nthe beatles"}, {"role": "user", "content": "Text: bobby v yeah bobby v yeah dj turn me up \nChoices: nicki minaj, selena gomez, coldplay"}], "ideal": "nicki minaj"} {"input": [{"role": "system", "content": "Guess the singer/band name based on the first 10 words of the song. You will be presented with 3 options, one of which is correct. Your answer must be identical to the chosen option, without any added text or punctuation. \nExample: \nText: in the town where I was born lived a man who sailed to sea \nChoices: the rolling stones, the animals, the beatles\n\nAnswer: \nthe beatles"}, {"role": "user", "content": "Text: ed sheeran yeah i was born a misfit grew up \nChoices: ed sheeran, maroon 5, justin bieber"}], "ideal": "ed sheeran"} {"input": [{"role": "system", "content": "Guess the singer/band name based on the first 10 words of the song. You will be presented with 3 options, one of which is correct. Your answer must be identical to the chosen option, without any added text or punctuation. \nExample: \nText: in the town where I was born lived a man who sailed to sea \nChoices: the rolling stones, the animals, the beatles\n\nAnswer: \nthe beatles"}, {"role": "user", "content": "Text: there's a dream in my soul a fire that's deep \nChoices: justin bieber, charlie puth, bts"}], "ideal": "justin bieber"} {"input": [{"role": "system", "content": "Guess the singer/band name based on the first 10 words of the song. You will be presented with 3 options, one of which is correct. Your answer must be identical to the chosen option, without any added text or punctuation. \nExample: \nText: in the town where I was born lived a man who sailed to sea \nChoices: the rolling stones, the animals, the beatles\n\nAnswer: \nthe beatles"}, {"role": "user", "content": "Text: selena gomez take it or leave it baby take it \nChoices: selena gomez, justin bieber, bts"}], "ideal": "selena gomez"} {"input": [{"role": "system", "content": "Guess the singer/band name based on the first 10 words of the song. You will be presented with 3 options, one of which is correct. Your answer must be identical to the chosen option, without any added text or punctuation. \nExample: \nText: in the town where I was born lived a man who sailed to sea \nChoices: the rolling stones, the animals, the beatles\n\nAnswer: \nthe beatles"}, {"role": "user", "content": "Text: lalala lalala lalalalala oh you know i've never felt like \nChoices: rihanna, ed sheeran, charlie puth"}], "ideal": "rihanna"} {"input": [{"role": "system", "content": "Guess the singer/band name based on the first 10 words of the song. You will be presented with 3 options, one of which is correct. Your answer must be identical to the chosen option, without any added text or punctuation. \nExample: \nText: in the town where I was born lived a man who sailed to sea \nChoices: the rolling stones, the animals, the beatles\n\nAnswer: \nthe beatles"}, {"role": "user", "content": "Text: how could i see you when i was so blind \nChoices: katy perry, ed sheeran, drake"}], "ideal": "katy perry"} ``` </details> Co-authored-by: Vadim Titko <[email protected]>
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Thank you for contributing an eval!♥️
🚨 Please make sure your PR follows these guidelines, failure to follow the guidelines below will result in the PR being closed automatically. Note that even if the criteria are met, that does not guarantee the PR will be merged nor GPT-4 access granted. 🚨
PLEASE READ THIS:
In order for a PR to be merged, it must fail on GPT-4. We are aware that right now, users do not have access, so you will not be able to tell if the eval fails or not. Please run your eval with GPT-3.5-Turbo, but keep in mind as we run the eval, if GPT-4 gets higher than 90% on the eval, we will likely reject since GPT-4 is already capable of completing the task.
We plan to roll out a way for users submitting evals to see the eval performance on GPT-4 soon. Stay tuned! Until then, you will not be able to see the eval performance on GPT-4. Starting April 10, the minimum eval count is 15 samples, we hope this makes it easier to create and contribute evals.
Eval details 📑
Eval name
guess-the-singer
Eval description
This evaluation measures the model's ability to identify a singer or band by analyzing the first 10 words of a song. To ensure the evaluation's fairness and focus, we have excluded songs with multiple singers/bands and included only those published before 2021. To test the model's performance, we provide it with three potential choices and evaluate its accuracy in selecting the correct one.
What makes this a useful eval?
The inclusion of over 4000 popular songs' lyrics provides a large and diverse dataset for the model to test on. This enables a more accurate assessment of the model's performance and its ability to identify singers/bands based on the first 10 words of their songs.
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:
Basicevals or theFactModel-graded eval, or an exhaustive rubric for evaluating answers for theCriteriaModel-graded eval.If there is anything else that makes your eval worth including, please document it below.
Unique eval value
Eval structure 🏗️
Your eval should
evals/registry/data/{name}evals/registry/evals/{name}.yaml(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 👀
Submission agreement
By contributing to Evals, you are agreeing to make your evaluation logic and data under the same MIT license as this repository. You must have adequate rights to upload any data used in an Eval. OpenAI reserves the right to use this data in future service improvements to our product. Contributions to OpenAI Evals will be subject to our usual Usage Policies (https://platform.openai.com/docs/usage-policies).
Email address validation
If your submission is accepted, we will be granting GPT-4 access to a limited number of contributors. Access will be given to the email address associated with the merged pull request.
Limited availability acknowledgement
We know that you might be excited to contribute to OpenAI's mission, help improve our models, and gain access to GPT-4. However, due to the requirements mentioned above and high volume of submissions, we will not be able to accept all submissions and thus not grant everyone who opens a PR GPT-4 access. We know this is disappointing, but we hope to set the right expectation before you open this PR.
Submit eval
pip install pre-commit; pre-commit installand have verified thatblack,isort, andautoflakeare running when I commit and pushFailure 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": "Guess the singer/band name based on the first 10 words of the song. You will be presented with 3 options, one of which is correct. Your answer must be identical to the chosen option, without any added text or punctuation. \nExample: \nText: in the town where I was born lived a man who sailed to sea \nChoices: the rolling stones, the animals, the beatles\n\nAnswer: \nthe beatles"}, {"role": "user", "content": "Text: in the beginning god created heaven and earth for what \nChoices: dua lipa, ed sheeran, lady gaga"}], "ideal": "dua lipa"} {"input": [{"role": "system", "content": "Guess the singer/band name based on the first 10 words of the song. You will be presented with 3 options, one of which is correct. Your answer must be identical to the chosen option, without any added text or punctuation. \nExample: \nText: in the town where I was born lived a man who sailed to sea \nChoices: the rolling stones, the animals, the beatles\n\nAnswer: \nthe beatles"}, {"role": "user", "content": "Text: versedrake ayye yo dj wristpect let's get em' veterans like \nChoices: cardi b, drake, coldplay"}], "ideal": "drake"} {"input": [{"role": "system", "content": "Guess the singer/band name based on the first 10 words of the song. You will be presented with 3 options, one of which is correct. Your answer must be identical to the chosen option, without any added text or punctuation. \nExample: \nText: in the town where I was born lived a man who sailed to sea \nChoices: the rolling stones, the animals, the beatles\n\nAnswer: \nthe beatles"}, {"role": "user", "content": "Text: yeah yeah sick da got that dope they \nChoices: eminem, dua lipa, nicki minaj"}], "ideal": "eminem"} {"input": [{"role": "system", "content": "Guess the singer/band name based on the first 10 words of the song. You will be presented with 3 options, one of which is correct. Your answer must be identical to the chosen option, without any added text or punctuation. \nExample: \nText: in the town where I was born lived a man who sailed to sea \nChoices: the rolling stones, the animals, the beatles\n\nAnswer: \nthe beatles"}, {"role": "user", "content": "Text: bobby v yeah bobby v yeah dj turn me up \nChoices: nicki minaj, selena gomez, coldplay"}], "ideal": "nicki minaj"} {"input": [{"role": "system", "content": "Guess the singer/band name based on the first 10 words of the song. You will be presented with 3 options, one of which is correct. Your answer must be identical to the chosen option, without any added text or punctuation. \nExample: \nText: in the town where I was born lived a man who sailed to sea \nChoices: the rolling stones, the animals, the beatles\n\nAnswer: \nthe beatles"}, {"role": "user", "content": "Text: ed sheeran yeah i was born a misfit grew up \nChoices: ed sheeran, maroon 5, justin bieber"}], "ideal": "ed sheeran"} {"input": [{"role": "system", "content": "Guess the singer/band name based on the first 10 words of the song. You will be presented with 3 options, one of which is correct. Your answer must be identical to the chosen option, without any added text or punctuation. \nExample: \nText: in the town where I was born lived a man who sailed to sea \nChoices: the rolling stones, the animals, the beatles\n\nAnswer: \nthe beatles"}, {"role": "user", "content": "Text: there's a dream in my soul a fire that's deep \nChoices: justin bieber, charlie puth, bts"}], "ideal": "justin bieber"} {"input": [{"role": "system", "content": "Guess the singer/band name based on the first 10 words of the song. You will be presented with 3 options, one of which is correct. Your answer must be identical to the chosen option, without any added text or punctuation. \nExample: \nText: in the town where I was born lived a man who sailed to sea \nChoices: the rolling stones, the animals, the beatles\n\nAnswer: \nthe beatles"}, {"role": "user", "content": "Text: selena gomez take it or leave it baby take it \nChoices: selena gomez, justin bieber, bts"}], "ideal": "selena gomez"} {"input": [{"role": "system", "content": "Guess the singer/band name based on the first 10 words of the song. You will be presented with 3 options, one of which is correct. Your answer must be identical to the chosen option, without any added text or punctuation. \nExample: \nText: in the town where I was born lived a man who sailed to sea \nChoices: the rolling stones, the animals, the beatles\n\nAnswer: \nthe beatles"}, {"role": "user", "content": "Text: lalala lalala lalalalala oh you know i've never felt like \nChoices: rihanna, ed sheeran, charlie puth"}], "ideal": "rihanna"} {"input": [{"role": "system", "content": "Guess the singer/band name based on the first 10 words of the song. You will be presented with 3 options, one of which is correct. Your answer must be identical to the chosen option, without any added text or punctuation. \nExample: \nText: in the town where I was born lived a man who sailed to sea \nChoices: the rolling stones, the animals, the beatles\n\nAnswer: \nthe beatles"}, {"role": "user", "content": "Text: how could i see you when i was so blind \nChoices: katy perry, ed sheeran, drake"}], "ideal": "katy perry"}