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[Eval] Wordcount-Multilingual

Open JimmyThere opened this issue 1 year ago • 1 comments

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. 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

Wordcount-Multilingual

Eval description

The eval test model's ability to do word counting on different languages.

What makes this a useful eval?

  • Test the model's capability to deal with multiple different languages at one time which other evals didn't provide.
  • The 12.5% accuracy on gpt-turbo-3.5

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 the Fact Model-graded eval, or an exhaustive rubric for evaluating answers for the Criteria Model-graded eval.

  • [ ] 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

Insert what makes your eval high quality that was not mentioned above. (Not required)

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.

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:

View evals in JSON

Eval

{"input": [{"role": "system", "content": "wordcount the following text, the language may various, do not count punctuation and number"}, {"role": "user", "content": "你好"}], "ideal": ["2"]}
{"input": [{"role": "system", "content": "wordcount the following text, the language may various, do not count punctuation and number"}, {"role": "user", "content": "hello"}], "ideal": ["1"]}
{"input": [{"role": "system", "content": "wordcount the following text, the language may various, do not count punctuation and number"}, {"role": "user", "content": "大熊猫:属于熊科、大熊猫属的哺乳动物。仅有二个亚种。雄性个体稍大于雌性。体型肥硕似熊、丰腴富态,头圆尾短,头躯长1.2-1.8米,尾长10-12厘米。体重80-120千克,最重可达180千克,体色为黑白两色,脸颊圆,有很大的“黑眼圈”,标志性的内八字的行走方式,也有解剖刀般锋利的爪子。大熊猫皮肤厚,最厚处可达10毫米。黑白相间的外表,有利于隐蔽在密林的树上和积雪的地面而不易被天敌发现。"}], "ideal": ["148"]}
{"input": [{"role": "system", "content": "wordcount the following text, the language may various, do not count punctuation and number"}, {"role": "user", "content": "Según el parte meteorológico cesará la lluvia esta noche."}], "ideal": ["9"]}
{"input": [{"role": "system", "content": "wordcount the following text, the language may various, do not count punctuation and number"}, {"role": "user", "content": "Если жизнь тебяобманет, Не печалься, не сердись! В день уныния смирись: День веселья, верь, настанет. Сердце в будущем живет; Настоящее уныло: Все мгновенно, всепройдет; Что пройдет, то будет мило."}], "ideal": ["29"]}
{"input": [{"role": "system", "content": "wordcount the following text, the language may various, do not count punctuation and number"}, {"role": "user", "content": "저는 요즘 집에서 한국어를 열심히 공부합니다."}], "ideal": ["6"]}
{"input": [{"role": "system", "content": "wordcount the following text, the language may various, do not count punctuation and number"}, {"role": "user", "content": "Quel est le prix de ce vêtement?"}], "ideal": ["7"]}
{"input": [{"role": "system", "content": "wordcount the following text, the language may various, do not count punctuation and number"}, {"role": "user", "content": "Obwohl Karl Deutscher ist, ist seine Muttersprache nicht Deutsch."}], "ideal": ["9"]}

JimmyThere avatar Mar 17 '23 14:03 JimmyThere