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LLM eval for RAGTasks in Science topics #1

Merged
merged 22 commits into from
Jan 26, 2024
Merged

LLM eval for RAGTasks in Science topics #1

merged 22 commits into from
Jan 26, 2024

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TablewareBox
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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 be granted. 🚨

PLEASE READ THIS:

Please run your eval at least with uni_finder/fast/gpt-4-all and GPT-3.5-Turbo.

Also, please note that we're using Git LFS for storing the JSON files, so please make sure that you move the JSON file to Git LFS before submitting a PR. Details on how to use Git LFS are available here.

Eval details 📑

Eval name

[Insert Eval name here]

Eval description

[Insert a short description of what your eval does here]

What makes this a useful eval?

[Insert why this eval is worth including and any additional context]

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:

  • 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.
  • Contains failures where a human can do the task, but either GPT-4 or GPT-3.5-Turbo could not.
  • 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 15 high-quality examples.

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

  • Check that your data is in evals/registry/data/{name}
  • Check that your YAML is registered at evals/registry/evals/{name}.yaml
  • 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).

  • 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 commits on the merged pull request.

  • I acknowledge that GPT-4 access will only be granted, if applicable, to the email address used for my merged pull request.

Limited availability acknowledgment

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 the 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.

  • 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 be granted.

Submit eval

  • I have filled out all required fields of this form
  • 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 mypy, black, isort, autoflake and ruff 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

INSERT_EVAL_HERE

@TablewareBox TablewareBox merged commit 0f24700 into main Jan 26, 2024
Linmj-Judy pushed a commit that referenced this pull request Feb 27, 2024
Linmj-Judy pushed a commit that referenced this pull request Feb 27, 2024
…ate (openai#854)

# 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
Date Format Inference

### Eval description
This performance evaluation analyzes the model's capacity to deduce a
DD/MM/YYYY format for an ambiguous date (i.e., valid as either
DD/MM/YYYY or MM/DD/YYYY) in a text when a subsequent date is invalid
for the MM/DD/YYYY format (e.g., 27/2/2024), to which the model seems to
default.

### What makes this a useful eval?

The date formats MM/DD/YYYY (US and Canada) and DD/MM/YYYY (most of the
rest of the world) can occasionally lead to ambiguity, as seen in the
date 2/3/2024. Nonetheless, when the day of the month exceeds 12, such
as in 20/2/2024, the format can be deduced. Since it is generally safe
to assume that a given text is consistent in its date formats, this
evaluation assesses the model's ability to infer that an ambiguous date
follows the DD/MM/YYYY format when a subsequent date in the text is
invalid for the MM/DD/YYYY format, which the model seems to default to.
ChatGPT 3.5 achieves an accuracy of approximately 0.3 in this task.
Notably, its performance improves significantly when the date first
presented in the text (rather than the second) is invalid for the
MM/DD/YYYY format.

included questions feature 10 distinct formats, comprising randomized
dates across 100 total questions.

Example questions:

```
Jane's lecture is on 3/6/2028, and Anna's is on 25/11/2028. In which month is Jane's lecture?
```
or:
```
London (published 5/9/2028) - A new high-speed transportation system, the "Underloop", was successfully tested yesterday, reaching speeds of over 600 kilometers per hour. The company behind the technology plans to have it operational by 26/7/2029.

What month was this news blurb published in?
```




## 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

> 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}.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
- [X] (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": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "London
(published 7/1/2027) - A new high-speed transportation system, the
\"Underloop\", was successfully tested yesterday, reaching speeds of
over 600 kilometers per hour. The company behind the technology plans to
have it operational by 20/10/2029.\n\nWhat month was this news blurb
published in? Please reply just with the name of the month and nothing
else."}], "ideal": "January"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "John's
appointment is on 1/12/2026 and his follow-up is on 14/10/2030. In what
month is the first appointment? Please reply just with the name of the
month and nothing else."}], "ideal": "December"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Paris
(published 5/7/2027) - A Paris-based travel company has announced the
world's first commercial time travel tourism package, set to become
available on 21/2/2028. The package includes a trip back to the 1960s to
witness the rise of rock and roll, a visit to ancient Egypt during the
reign of Cleopatra, and a journey to the future to witness life on a
distant planet.\n\nWhat month was this news blurb published in? Please
reply just with the name of the month and nothing else."}], "ideal":
"July"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Jane's lecture
is on 1/4/2024, and Anna's is on 21/8/2028. In which month is Jane's
lecture? Please reply just with the name of the month and nothing
else."}], "ideal": "April"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "A bottle of
ketchup lists 4/2/2028 as the date of manufacture and 25/4/2030 as the
expiration date. In which month was the ketchup manufactured? Please
reply just with the name of the month and nothing else."}], "ideal":
"February"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "A bottle of
ketchup lists 8/3/2025 as the date of manufacture and 22/4/2030 as the
expiration date. In which month was the ketchup manufactured? Please
reply just with the name of the month and nothing else."}], "ideal":
"March"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Jane's lecture
is on 2/8/2027, and Anna's is on 25/4/2029. In which month is Jane's
lecture? Please reply just with the name of the month and nothing
else."}], "ideal": "August"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Given the list
of dates:\n(1) 3/6/2030\n(2) 29/3/2024\n)(3) 15/6/2030\n\nIn which month
does date #1 fall? Please reply just with the name of the month and
nothing else."}], "ideal": "June"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Amsterdam
(published 5/1/2024) - The world's first flying car, the \"SkyHawk\",
was unveiled today by Dutch manufacturer, SkyDrive, and is set to go on
sale to the public on 15/4/2027, pending regulatory approval.\n\nWhat
month was this news blurb published in? Please reply just with the name
of the month and nothing else."}], "ideal": "January"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Given the list
of dates:\n(1) 14/6/2024\n(2) 12/7/2024\n)(3) 27/1/2025\n\nIn which
month does date #2 fall? Please reply just with the name of the month
and nothing else."}], "ideal": "July"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "A bottle of
ketchup lists 4/11/2025 as the date of manufacture and 18/9/2031 as the
expiration date. In which month was the ketchup manufactured? Please
reply just with the name of the month and nothing else."}], "ideal":
"November"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "John's
appointment is on 10/4/2029 and his follow-up is on 18/10/2031. In what
month is the first appointment? Please reply just with the name of the
month and nothing else."}], "ideal": "April"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Amsterdam
(published 3/7/2027) - The world's first flying car, the \"SkyHawk\",
was unveiled today by Dutch manufacturer, SkyDrive, and is set to go on
sale to the public on 20/10/2029, pending regulatory approval.\n\nWhat
month was this news blurb published in? Please reply just with the name
of the month and nothing else."}], "ideal": "July"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "London
(published 11/4/2028) - A new high-speed transportation system, the
\"Underloop\", was successfully tested yesterday, reaching speeds of
over 600 kilometers per hour. The company behind the technology plans to
have it operational by 13/7/2030.\n\nWhat month was this news blurb
published in? Please reply just with the name of the month and nothing
else."}], "ideal": "April"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Rome
(published 5/10/2024) - The world's largest man-made structure, the
\"Colosseum Tower\", was completed today after 10 years of construction.
Standing at 1,000 meters tall, it offers breathtaking views of the city,
set to open to the public on 25/4/2026. \n\nWhat month was this news
blurb published in? Please reply just with the name of the month and
nothing else."}], "ideal": "October"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Jane's lecture
is on 3/6/2028, and Anna's is on 25/11/2028. In which month is Jane's
lecture? Please reply just with the name of the month and nothing
else."}], "ideal": "June"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Paris
(published 12/6/2027) - A Paris-based travel company has announced the
world's first commercial time travel tourism package, set to become
available on 26/1/2030. The package includes a trip back to the 1960s to
witness the rise of rock and roll, a visit to ancient Egypt during the
reign of Cleopatra, and a journey to the future to witness life on a
distant planet.\n\nWhat month was this news blurb published in? Please
reply just with the name of the month and nothing else."}], "ideal":
"June"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Given the list
of dates:\n(1) 16/2/2030\n(2) 9/10/2028\n)(3) 17/2/2029\n\nIn which
month does date #2 fall? Please reply just with the name of the month
and nothing else."}], "ideal": "October"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "The launch was
scheduled for 9/6/2030 but was postponed to 14/9/2031. In which month
was the launch originally scheduled? Please reply just with the name of
the month and nothing else."}], "ideal": "June"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "A bottle of
ketchup lists 2/3/2024 as the date of manufacture and 28/3/2031 as the
expiration date. In which month was the ketchup manufactured? Please
reply just with the name of the month and nothing else."}], "ideal":
"March"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Rome
(published 5/8/2028) - The world's largest man-made structure, the
\"Colosseum Tower\", was completed today after 10 years of construction.
Standing at 1,000 meters tall, it offers breathtaking views of the city,
set to open to the public on 25/9/2030. \n\nWhat month was this news
blurb published in? Please reply just with the name of the month and
nothing else."}], "ideal": "August"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Given the list
of dates:\n(1) 30/10/2029\n(2) 1/9/2029\n)(3) 24/10/2030\n\nIn which
month does date #2 fall? Please reply just with the name of the month
and nothing else."}], "ideal": "September"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "John's
appointment is on 10/8/2029 and his follow-up is on 14/6/2030. In what
month is the first appointment? Please reply just with the name of the
month and nothing else."}], "ideal": "August"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Amsterdam
(published 4/7/2026) - The world's first flying car, the \"SkyHawk\",
was unveiled today by Dutch manufacturer, SkyDrive, and is set to go on
sale to the public on 22/10/2027, pending regulatory approval.\n\nWhat
month was this news blurb published in? Please reply just with the name
of the month and nothing else."}], "ideal": "July"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Given the list
of dates:\n(1) 19/5/2028\n(2) 3/2/2029\n)(3) 21/10/2030\n\nIn which
month does date #2 fall? Please reply just with the name of the month
and nothing else."}], "ideal": "February"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Jane's lecture
is on 11/9/2027, and Anna's is on 19/2/2024. In which month is Jane's
lecture? Please reply just with the name of the month and nothing
else."}], "ideal": "September"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Jane's lecture
is on 7/9/2024, and Anna's is on 16/7/2030. In which month is Jane's
lecture? Please reply just with the name of the month and nothing
else."}], "ideal": "September"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "A bottle of
ketchup lists 5/8/2027 as the date of manufacture and 25/8/2029 as the
expiration date. In which month was the ketchup manufactured? Please
reply just with the name of the month and nothing else."}], "ideal":
"August"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "London
(published 6/5/2030) - A new high-speed transportation system, the
\"Underloop\", was successfully tested yesterday, reaching speeds of
over 600 kilometers per hour. The company behind the technology plans to
have it operational by 20/11/2030.\n\nWhat month was this news blurb
published in? Please reply just with the name of the month and nothing
else."}], "ideal": "May"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "London
(published 1/4/2024) - A new high-speed transportation system, the
\"Underloop\", was successfully tested yesterday, reaching speeds of
over 600 kilometers per hour. The company behind the technology plans to
have it operational by 20/5/2029.\n\nWhat month was this news blurb
published in? Please reply just with the name of the month and nothing
else."}], "ideal": "April"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Rome
(published 1/6/2026) - The world's largest man-made structure, the
\"Colosseum Tower\", was completed today after 10 years of construction.
Standing at 1,000 meters tall, it offers breathtaking views of the city,
set to open to the public on 28/3/2028. \n\nWhat month was this news
blurb published in? Please reply just with the name of the month and
nothing else."}], "ideal": "June"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "A bottle of
ketchup lists 7/12/2029 as the date of manufacture and 21/10/2031 as the
expiration date. In which month was the ketchup manufactured? Please
reply just with the name of the month and nothing else."}], "ideal":
"December"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "A bottle of
ketchup lists 10/3/2025 as the date of manufacture and 16/4/2025 as the
expiration date. In which month was the ketchup manufactured? Please
reply just with the name of the month and nothing else."}], "ideal":
"March"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "London
(published 5/2/2029) - A new high-speed transportation system, the
\"Underloop\", was successfully tested yesterday, reaching speeds of
over 600 kilometers per hour. The company behind the technology plans to
have it operational by 29/11/2031.\n\nWhat month was this news blurb
published in? Please reply just with the name of the month and nothing
else."}], "ideal": "February"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Paris
(published 1/8/2024) - A Paris-based travel company has announced the
world's first commercial time travel tourism package, set to become
available on 16/4/2026. The package includes a trip back to the 1960s to
witness the rise of rock and roll, a visit to ancient Egypt during the
reign of Cleopatra, and a journey to the future to witness life on a
distant planet.\n\nWhat month was this news blurb published in? Please
reply just with the name of the month and nothing else."}], "ideal":
"August"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Given the list
of dates:\n(1) 4/12/2029\n(2) 15/2/2028\n)(3) 16/9/2031\n\nIn which
month does date #1 fall? Please reply just with the name of the month
and nothing else."}], "ideal": "December"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "A bottle of
ketchup lists 1/10/2025 as the date of manufacture and 21/5/2029 as the
expiration date. In which month was the ketchup manufactured? Please
reply just with the name of the month and nothing else."}], "ideal":
"October"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Rome
(published 8/1/2025) - The world's largest man-made structure, the
\"Colosseum Tower\", was completed today after 10 years of construction.
Standing at 1,000 meters tall, it offers breathtaking views of the city,
set to open to the public on 27/7/2026. \n\nWhat month was this news
blurb published in? Please reply just with the name of the month and
nothing else."}], "ideal": "January"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "The launch was
scheduled for 6/1/2025 but was postponed to 27/9/2027. In which month
was the launch originally scheduled? Please reply just with the name of
the month and nothing else."}], "ideal": "January"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "John's
appointment is on 6/10/2026 and his follow-up is on 30/12/2030. In what
month is the first appointment? Please reply just with the name of the
month and nothing else."}], "ideal": "October"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Amsterdam
(published 3/8/2027) - The world's first flying car, the \"SkyHawk\",
was unveiled today by Dutch manufacturer, SkyDrive, and is set to go on
sale to the public on 31/3/2029, pending regulatory approval.\n\nWhat
month was this news blurb published in? Please reply just with the name
of the month and nothing else."}], "ideal": "August"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Paris
(published 8/1/2028) - A Paris-based travel company has announced the
world's first commercial time travel tourism package, set to become
available on 20/3/2028. The package includes a trip back to the 1960s to
witness the rise of rock and roll, a visit to ancient Egypt during the
reign of Cleopatra, and a journey to the future to witness life on a
distant planet.\n\nWhat month was this news blurb published in? Please
reply just with the name of the month and nothing else."}], "ideal":
"January"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "The launch was
scheduled for 4/7/2030 but was postponed to 25/6/2031. In which month
was the launch originally scheduled? Please reply just with the name of
the month and nothing else."}], "ideal": "July"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Rome
(published 8/2/2027) - The world's largest man-made structure, the
\"Colosseum Tower\", was completed today after 10 years of construction.
Standing at 1,000 meters tall, it offers breathtaking views of the city,
set to open to the public on 13/5/2031. \n\nWhat month was this news
blurb published in? Please reply just with the name of the month and
nothing else."}], "ideal": "February"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "John's
appointment is on 2/10/2024 and his follow-up is on 29/11/2027. In what
month is the first appointment? Please reply just with the name of the
month and nothing else."}], "ideal": "October"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Paris
(published 5/10/2028) - A Paris-based travel company has announced the
world's first commercial time travel tourism package, set to become
available on 29/8/2029. The package includes a trip back to the 1960s to
witness the rise of rock and roll, a visit to ancient Egypt during the
reign of Cleopatra, and a journey to the future to witness life on a
distant planet.\n\nWhat month was this news blurb published in? Please
reply just with the name of the month and nothing else."}], "ideal":
"October"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Rome
(published 2/7/2025) - The world's largest man-made structure, the
\"Colosseum Tower\", was completed today after 10 years of construction.
Standing at 1,000 meters tall, it offers breathtaking views of the city,
set to open to the public on 16/2/2029. \n\nWhat month was this news
blurb published in? Please reply just with the name of the month and
nothing else."}], "ideal": "July"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Given the list
of dates:\n(1) 7/3/2029\n(2) 26/2/2029\n)(3) 24/1/2031\n\nIn which month
does date #1 fall? Please reply just with the name of the month and
nothing else."}], "ideal": "March"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Amsterdam
(published 6/7/2027) - The world's first flying car, the \"SkyHawk\",
was unveiled today by Dutch manufacturer, SkyDrive, and is set to go on
sale to the public on 26/7/2028, pending regulatory approval.\n\nWhat
month was this news blurb published in? Please reply just with the name
of the month and nothing else."}], "ideal": "July"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "A bottle of
ketchup lists 5/10/2025 as the date of manufacture and 24/6/2027 as the
expiration date. In which month was the ketchup manufactured? Please
reply just with the name of the month and nothing else."}], "ideal":
"October"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "London
(published 12/11/2024) - A new high-speed transportation system, the
\"Underloop\", was successfully tested yesterday, reaching speeds of
over 600 kilometers per hour. The company behind the technology plans to
have it operational by 20/12/2024.\n\nWhat month was this news blurb
published in? Please reply just with the name of the month and nothing
else."}], "ideal": "November"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Jane's lecture
is on 10/1/2024, and Anna's is on 25/8/2029. In which month is Jane's
lecture? Please reply just with the name of the month and nothing
else."}], "ideal": "January"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Jane's lecture
is on 2/12/2024, and Anna's is on 28/9/2030. In which month is Jane's
lecture? Please reply just with the name of the month and nothing
else."}], "ideal": "December"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "John's
appointment is on 9/2/2028 and his follow-up is on 26/2/2029. In what
month is the first appointment? Please reply just with the name of the
month and nothing else."}], "ideal": "February"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Amsterdam
(published 7/5/2027) - The world's first flying car, the \"SkyHawk\",
was unveiled today by Dutch manufacturer, SkyDrive, and is set to go on
sale to the public on 19/7/2029, pending regulatory approval.\n\nWhat
month was this news blurb published in? Please reply just with the name
of the month and nothing else."}], "ideal": "May"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Jane's lecture
is on 10/4/2026, and Anna's is on 29/11/2027. In which month is Jane's
lecture? Please reply just with the name of the month and nothing
else."}], "ideal": "April"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "London
(published 9/8/2026) - A new high-speed transportation system, the
\"Underloop\", was successfully tested yesterday, reaching speeds of
over 600 kilometers per hour. The company behind the technology plans to
have it operational by 29/11/2026.\n\nWhat month was this news blurb
published in? Please reply just with the name of the month and nothing
else."}], "ideal": "August"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Given the list
of dates:\n(1) 2/8/2024\n(2) 16/8/2028\n)(3) 18/6/2028\n\nIn which month
does date #1 fall? Please reply just with the name of the month and
nothing else."}], "ideal": "August"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Jane's lecture
is on 12/8/2029, and Anna's is on 26/1/2030. In which month is Jane's
lecture? Please reply just with the name of the month and nothing
else."}], "ideal": "August"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Given the list
of dates:\n(1) 21/2/2027\n(2) 6/12/2030\n)(3) 30/11/2031\n\nIn which
month does date #2 fall? Please reply just with the name of the month
and nothing else."}], "ideal": "December"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Amsterdam
(published 1/11/2025) - The world's first flying car, the \"SkyHawk\",
was unveiled today by Dutch manufacturer, SkyDrive, and is set to go on
sale to the public on 20/8/2028, pending regulatory approval.\n\nWhat
month was this news blurb published in? Please reply just with the name
of the month and nothing else."}], "ideal": "November"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Given the list
of dates:\n(1) 18/8/2029\n(2) 11/2/2028\n)(3) 19/8/2028\n\nIn which
month does date #2 fall? Please reply just with the name of the month
and nothing else."}], "ideal": "February"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "A bottle of
ketchup lists 7/10/2028 as the date of manufacture and 29/5/2029 as the
expiration date. In which month was the ketchup manufactured? Please
reply just with the name of the month and nothing else."}], "ideal":
"October"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "London
(published 4/10/2029) - A new high-speed transportation system, the
\"Underloop\", was successfully tested yesterday, reaching speeds of
over 600 kilometers per hour. The company behind the technology plans to
have it operational by 15/4/2030.\n\nWhat month was this news blurb
published in? Please reply just with the name of the month and nothing
else."}], "ideal": "October"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Rome
(published 11/1/2029) - The world's largest man-made structure, the
\"Colosseum Tower\", was completed today after 10 years of construction.
Standing at 1,000 meters tall, it offers breathtaking views of the city,
set to open to the public on 24/2/2029. \n\nWhat month was this news
blurb published in? Please reply just with the name of the month and
nothing else."}], "ideal": "January"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "A bottle of
ketchup lists 2/10/2028 as the date of manufacture and 20/3/2030 as the
expiration date. In which month was the ketchup manufactured? Please
reply just with the name of the month and nothing else."}], "ideal":
"October"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "John's
appointment is on 10/8/2024 and his follow-up is on 23/7/2031. In what
month is the first appointment? Please reply just with the name of the
month and nothing else."}], "ideal": "August"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Jane's lecture
is on 9/1/2025, and Anna's is on 30/4/2029. In which month is Jane's
lecture? Please reply just with the name of the month and nothing
else."}], "ideal": "January"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Rome
(published 2/5/2024) - The world's largest man-made structure, the
\"Colosseum Tower\", was completed today after 10 years of construction.
Standing at 1,000 meters tall, it offers breathtaking views of the city,
set to open to the public on 25/11/2028. \n\nWhat month was this news
blurb published in? Please reply just with the name of the month and
nothing else."}], "ideal": "May"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Rome
(published 10/5/2025) - The world's largest man-made structure, the
\"Colosseum Tower\", was completed today after 10 years of construction.
Standing at 1,000 meters tall, it offers breathtaking views of the city,
set to open to the public on 15/9/2028. \n\nWhat month was this news
blurb published in? Please reply just with the name of the month and
nothing else."}], "ideal": "May"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "John's
appointment is on 2/9/2028 and his follow-up is on 26/2/2029. In what
month is the first appointment? Please reply just with the name of the
month and nothing else."}], "ideal": "September"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Jane's lecture
is on 5/11/2027, and Anna's is on 28/1/2028. In which month is Jane's
lecture? Please reply just with the name of the month and nothing
else."}], "ideal": "November"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Amsterdam
(published 11/2/2027) - The world's first flying car, the \"SkyHawk\",
was unveiled today by Dutch manufacturer, SkyDrive, and is set to go on
sale to the public on 24/12/2027, pending regulatory approval.\n\nWhat
month was this news blurb published in? Please reply just with the name
of the month and nothing else."}], "ideal": "February"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Given the list
of dates:\n(1) 24/12/2024\n(2) 10/6/2028\n)(3) 27/2/2030\n\nIn which
month does date #2 fall? Please reply just with the name of the month
and nothing else."}], "ideal": "June"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Rome
(published 3/5/2029) - The world's largest man-made structure, the
\"Colosseum Tower\", was completed today after 10 years of construction.
Standing at 1,000 meters tall, it offers breathtaking views of the city,
set to open to the public on 20/4/2030. \n\nWhat month was this news
blurb published in? Please reply just with the name of the month and
nothing else."}], "ideal": "May"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Rome
(published 2/12/2030) - The world's largest man-made structure, the
\"Colosseum Tower\", was completed today after 10 years of construction.
Standing at 1,000 meters tall, it offers breathtaking views of the city,
set to open to the public on 15/4/2031. \n\nWhat month was this news
blurb published in? Please reply just with the name of the month and
nothing else."}], "ideal": "December"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "A bottle of
ketchup lists 5/2/2028 as the date of manufacture and 18/6/2030 as the
expiration date. In which month was the ketchup manufactured? Please
reply just with the name of the month and nothing else."}], "ideal":
"February"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "London
(published 5/9/2028) - A new high-speed transportation system, the
\"Underloop\", was successfully tested yesterday, reaching speeds of
over 600 kilometers per hour. The company behind the technology plans to
have it operational by 26/7/2029.\n\nWhat month was this news blurb
published in? Please reply just with the name of the month and nothing
else."}], "ideal": "September"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "London
(published 2/9/2026) - A new high-speed transportation system, the
\"Underloop\", was successfully tested yesterday, reaching speeds of
over 600 kilometers per hour. The company behind the technology plans to
have it operational by 18/11/2027.\n\nWhat month was this news blurb
published in? Please reply just with the name of the month and nothing
else."}], "ideal": "September"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "London
(published 11/3/2028) - A new high-speed transportation system, the
\"Underloop\", was successfully tested yesterday, reaching speeds of
over 600 kilometers per hour. The company behind the technology plans to
have it operational by 21/8/2028.\n\nWhat month was this news blurb
published in? Please reply just with the name of the month and nothing
else."}], "ideal": "March"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Amsterdam
(published 1/10/2027) - The world's first flying car, the \"SkyHawk\",
was unveiled today by Dutch manufacturer, SkyDrive, and is set to go on
sale to the public on 26/12/2028, pending regulatory approval.\n\nWhat
month was this news blurb published in? Please reply just with the name
of the month and nothing else."}], "ideal": "October"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "John's
appointment is on 5/10/2030 and his follow-up is on 23/3/2031. In what
month is the first appointment? Please reply just with the name of the
month and nothing else."}], "ideal": "October"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Given the list
of dates:\n(1) 10/7/2029\n(2) 25/2/2026\n)(3) 30/12/2030\n\nIn which
month does date #1 fall? Please reply just with the name of the month
and nothing else."}], "ideal": "July"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "A bottle of
ketchup lists 2/11/2027 as the date of manufacture and 29/12/2029 as the
expiration date. In which month was the ketchup manufactured? Please
reply just with the name of the month and nothing else."}], "ideal":
"November"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "John's
appointment is on 5/12/2029 and his follow-up is on 18/11/2030. In what
month is the first appointment? Please reply just with the name of the
month and nothing else."}], "ideal": "December"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Paris
(published 6/10/2026) - A Paris-based travel company has announced the
world's first commercial time travel tourism package, set to become
available on 23/2/2031. The package includes a trip back to the 1960s to
witness the rise of rock and roll, a visit to ancient Egypt during the
reign of Cleopatra, and a journey to the future to witness life on a
distant planet.\n\nWhat month was this news blurb published in? Please
reply just with the name of the month and nothing else."}], "ideal":
"October"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Amsterdam
(published 4/6/2025) - The world's first flying car, the \"SkyHawk\",
was unveiled today by Dutch manufacturer, SkyDrive, and is set to go on
sale to the public on 25/5/2026, pending regulatory approval.\n\nWhat
month was this news blurb published in? Please reply just with the name
of the month and nothing else."}], "ideal": "June"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "London
(published 11/7/2024) - A new high-speed transportation system, the
\"Underloop\", was successfully tested yesterday, reaching speeds of
over 600 kilometers per hour. The company behind the technology plans to
have it operational by 17/12/2024.\n\nWhat month was this news blurb
published in? Please reply just with the name of the month and nothing
else."}], "ideal": "July"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Amsterdam
(published 2/3/2030) - The world's first flying car, the \"SkyHawk\",
was unveiled today by Dutch manufacturer, SkyDrive, and is set to go on
sale to the public on 17/7/2031, pending regulatory approval.\n\nWhat
month was this news blurb published in? Please reply just with the name
of the month and nothing else."}], "ideal": "March"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "London
(published 5/8/2030) - A new high-speed transportation system, the
\"Underloop\", was successfully tested yesterday, reaching speeds of
over 600 kilometers per hour. The company behind the technology plans to
have it operational by 20/9/2030.\n\nWhat month was this news blurb
published in? Please reply just with the name of the month and nothing
else."}], "ideal": "August"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "John's
appointment is on 6/12/2030 and his follow-up is on 19/12/2030. In what
month is the first appointment? Please reply just with the name of the
month and nothing else."}], "ideal": "December"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Jane's lecture
is on 1/3/2030, and Anna's is on 22/12/2028. In which month is Jane's
lecture? Please reply just with the name of the month and nothing
else."}], "ideal": "March"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "A bottle of
ketchup lists 10/1/2028 as the date of manufacture and 26/8/2029 as the
expiration date. In which month was the ketchup manufactured? Please
reply just with the name of the month and nothing else."}], "ideal":
"January"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "John's
appointment is on 12/10/2028 and his follow-up is on 24/8/2031. In what
month is the first appointment? Please reply just with the name of the
month and nothing else."}], "ideal": "October"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "Amsterdam
(published 12/3/2025) - The world's first flying car, the \"SkyHawk\",
was unveiled today by Dutch manufacturer, SkyDrive, and is set to go on
sale to the public on 14/2/2027, pending regulatory approval.\n\nWhat
month was this news blurb published in? Please reply just with the name
of the month and nothing else."}], "ideal": "March"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "London
(published 8/6/2025) - A new high-speed transportation system, the
\"Underloop\", was successfully tested yesterday, reaching speeds of
over 600 kilometers per hour. The company behind the technology plans to
have it operational by 16/11/2027.\n\nWhat month was this news blurb
published in? Please reply just with the name of the month and nothing
else."}], "ideal": "June"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "John's
appointment is on 1/9/2024 and his follow-up is on 26/2/2030. In what
month is the first appointment? Please reply just with the name of the
month and nothing else."}], "ideal": "September"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "John's
appointment is on 2/7/2025 and his follow-up is on 20/11/2025. In what
month is the first appointment? Please reply just with the name of the
month and nothing else."}], "ideal": "July"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "The launch was
scheduled for 8/7/2027 but was postponed to 19/5/2029. In which month
was the launch originally scheduled? Please reply just with the name of
the month and nothing else."}], "ideal": "July"}
{"input": [{"role": "system", "content": "Answer the following questions
as concisely as possible."}, {"role": "user", "content": "John's
appointment is on 3/2/2026 and his follow-up is on 26/2/2027. In what
month is the first appointment? Please reply just with the name of the
month and nothing else."}], "ideal": "February"}


  ```
</details>
Linmj-Judy pushed a commit that referenced this pull request Feb 27, 2024
* zhishu completion function

* trial implementation of table_extract tasks

* bugfixes and  add retrieve_native completion_fn

* add fuzzy_compare for table content

* add fuzzy_normalize for table headers

* add uni-finder completion_fn and separated format tests (json/csv)

* basic mlops loggers

* bugfixes on example showcase

* add rag to openai native completion_fns

* add RAG for match, modelgraded_classify, table_extract evals

* add scipaper_tag2mol, scipaper_hasmol, scipaper_targets and markush2mol evals

* add Chemistry evalset

* bugfixes

* table comparison with self-defined index

* fix table extraction with detailed csv text processing and edit-distance comparison

* fix match_field compare logic to edit-distance

* fixes on data and details for good scipaper_affinity performance

* update uni_finder api with pdf_parse_mode

* update Zhishu completion_fn with common chat (no file_link) support

* split test sets into general_chemistry and drug_discovery

* fix Zhishu for mocked GPT-4

* move --mlops option into llmreport entrypoint
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