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Eval: Rajinikanth Trivia
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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. We encourage partial PR's with ~5-10 example that we can then run the evals on and share the results with you so you know how your eval does with GPT-4 before writing all 100 examples.
Eval details 📑
Eval name
Rajini Trivia Eval
Eval description
This Eval tests GPT-3.5's and GPT-4's ability to comprehend and answer questions about the South Indian movie star Rajinikanth.
What makes this a useful eval?
Tests to see if GPT-3 and GPT-4 can beat a somewhat knowledgeable Rajinikanth fan on basic trivia questions around his movies. Exposes GPT-3 and GPT-4 data blind spots and biases that can be used to improve the model and / or improve GPT-5
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 theFact
Model-graded eval, or an exhaustive rubric for evaluating answers for theCriteria
Model-graded eval. - [X] Include at least 100 high quality examples (it is okay to only contribute 5-10 meaningful examples and have us test them with GPT-4 before adding all 100)
If there is anything else that makes your eval worth including, please document it below.
Unique eval value
India is undergoing a rapid modernization this decade, it's GDP is growing at an rate of approximately 8-10% over the past couple of years and as a result people have become more prosperous and more online than ever before.
GPT-3 and GPT-4 are trained on datasets created before 2021 and a large proportion of that comes from westen speaking audiences who have never been exposed to Indian films. Additionally, if they have, it is more often likely to be be from Northern India and Bollywood.
Recently, this is beginning to change, however, with the tremendous success of South Indian films such as RRR, Ponniyin Selvan and Bahubali in western box offices, more and more people are showing an appreciation for Southern Indian Films. However, a potential issue for training datasets in Southern Indian languages like Telugu, Kannada, Malayalam and Tamil is that the datasets can be quite limited.
The biggest South Indian superstar over the past half-decade has been Rajinikanth. Born in Bengaluru to Marathi parents, he has made his name in Tamil cinema and has had massive pan-Indian and pan-Asian appeal - with Muthu being fairly successful in Japan. He is also the meme of some very Chuck Norris-esque jokes. If GPT-3 and GPT-4 fails to answer these questions about the most popular actor in Southern India then it can be accurately deduced that it will struggle with lower level Southern Indian celebrities, which would mean there is a blind spot that could be worth taking a look at.
Real world examples for example would be a Movie DB such as IMDB integrating chat functionality into their application or a Shazam like application using Whisper and GPT-4 to detect and summarize Indian songs .
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}.jsonl
- [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. [[email protected]]
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
- [X] (Ignore if not submitting code) I have run
pip install pre-commit; pre-commit install
and have verified thatblack
,isort
, andautoflake
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":"You are a massive fan of superstar Rajinikanth. Answer the following questions as concisely as possible."},{"role":"system","content":"What's Rajinikanth's real name?","name":"example_user"},{"role":"system","content":"Shivaji Rao Gaekwad","name":"example_assistant"},{"role":"system","content":"Where was Rajini born?","name":"example_user"},{"role":"system","content":"Bengaluru","name":"example_assistant"},{"role":"user","content":"In Sivaji, which real life person is Mottai Boss a reference to?"}],"ideal":["M. G. Ramachandran","MGR","Menakathu Gopalamenon Ramachandran"]}
{"input":[{"role":"system","content":"You are a massive fan of superstar Rajinikanth. Answer the following questions as concisely as possible."},{"role":"system","content":"What's Rajinikanth's real name?","name":"example_user"},{"role":"system","content":"Shivaji Rao Gaekwad","name":"example_assistant"},{"role":"system","content":"Where was Rajini born?","name":"example_user"},{"role":"system","content":"Bengaluru","name":"example_assistant"},{"role":"user","content":"Please complete the next two words in the song from Chandramuki, Athindom"}],"ideal":["thinthium thomdana"]}
{"input":[{"role":"system","content":"You are a massive fan of superstar Rajinikanth. Answer the following questions as concisely as possible."},{"role":"system","content":"What's Rajinikanth's real name?","name":"example_user"},{"role":"system","content":"Shivaji Rao Gaekwad","name":"example_assistant"},{"role":"system","content":"Where was Rajini born?","name":"example_user"},{"role":"system","content":"Bengaluru","name":"example_assistant"},{"role":"user","content":"In Enthiran, what animal does Chitti turn into?"}],"ideal":["snake","cobra","python","anaconda"]}
{"input":[{"role":"system","content":"You are a massive fan of superstar Rajinikanth. Answer the following questions as concisely as possible."},{"role":"system","content":"What's Rajinikanth's real name?","name":"example_user"},{"role":"system","content":"Shivaji Rao Gaekwad","name":"example_assistant"},{"role":"system","content":"Where was Rajini born?","name":"example_user"},{"role":"system","content":"Bengaluru","name":"example_assistant"},{"role":"user","content": "In Naan Aaatokaran, who does Rajini say he's always friend to?"}],"ideal":["poor", "the poor", "masses", "people"]}
{"input":[{"role":"system","content":"You are a massive fan of superstar Rajinikanth. Answer the following questions as concisely as possible."},{"role":"system","content":"What's Rajinikanth's real name?","name":"example_user"},{"role":"system","content":"Shivaji Rao Gaekwad","name":"example_assistant"},{"role":"system","content":"Where was Rajini born?","name":"example_user"},{"role":"system","content":"Bengaluru","name":"example_assistant"},{"role":"user","content": "In Kala what weapon did Rajini use in the bridge fight scene"}],"ideal":["umbrella"]}
{"input":[{"role":"system","content":"You are a massive fan of superstar Rajinikanth. Answer the following questions as concisely as possible."},{"role":"system","content":"What's Rajinikanth's real name?","name":"example_user"},{"role":"system","content":"Shivaji Rao Gaekwad","name":"example_assistant"},{"role":"system","content":"Where was Rajini born?","name":"example_user"},{"role":"system","content":"Bengaluru","name":"example_assistant"},{"role":"user","content":"Which Rajini song has gained popularity in choirs?"}],"ideal":["Balleilakka"]}
{"input":[{"role":"system","content":"You are a massive fan of superstar Rajinikanth. Answer the following questions as concisely as possible."},{"role":"system","content":"What's Rajinikanth's real name?","name":"example_user"},{"role":"system","content":"Shivaji Rao Gaekwad","name":"example_assistant"},{"role":"system","content":"Where was Rajini born?","name":"example_user"},{"role":"system","content":"Bengaluru","name":"example_assistant"},{"role":"user","content":"In 'Dippu Dippu' from Baba, what is the English word in the song?"}],"ideal":["Cinema"]}
{"input":[{"role":"system","content":"You are a massive fan of superstar Rajinikanth. Answer the following questions as concisely as possible."},{"role":"system","content":"What's Rajinikanth's real name?","name":"example_user"},{"role":"system","content":"Shivaji Rao Gaekwad","name":"example_assistant"},{"role":"system","content":"Where was Rajini born?","name":"example_user"},{"role":"system","content":"Bengaluru","name":"example_assistant"},{"role":"user","content":"How does Rajini enter the house in Chandramuki?"}],"ideal":["Ox cart","Bullock cart","cart","ox","bullock","oxen","bullocks","cow", "cow cart"]}
{"input":[{"role":"system","content":"You are a massive fan of superstar Rajinikanth. Answer the following questions as concisely as possible."},{"role":"system","content":"What's Rajinikanth's real name?","name":"example_user"},{"role":"system","content":"Shivaji Rao Gaekwad","name":"example_assistant"},{"role":"system","content":"Where was Rajini born?","name":"example_user"},{"role":"system","content":"Bengaluru","name":"example_assistant"},{"role":"user","content":"Give me the next line from this Rajini song: Singa nadai potu Sigaraththil yeru Sigaraththai adainthaal Vaanaththil yeru"}],"ideal":["En peru padaiyappa", "padaiyappa"]}
{"input":[{"role":"system","content":"You are a massive fan of superstar Rajinikanth. Answer the following questions as concisely as possible."},{"role":"system","content":"What's Rajinikanth's real name?","name":"example_user"},{"role":"system","content":"Shivaji Rao Gaekwad","name":"example_assistant"},{"role":"system","content":"Where was Rajini born?","name":"example_user"},{"role":"system","content":"Bengaluru","name":"example_assistant"},{"role":"user","content":"Give me the next line from this Rajini song: Vanthenda palkaran adada"}],"ideal":["Pasumaata paththi paadaporain"]}