(EAI-353): Quiz question evaluation #440
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
mongodben
changed the title
nlarew
reviewed
Jul 8, 2024
mongodben
commented
Jul 8, 2024
nlarew
approved these changes
Jul 8, 2024
packages/mongodb-chatbot-evaluation/src/test/mockGenerateDataFunc.ts
Outdated
Show resolved
Hide resolved
| This can be useful for evaluating how an LLM performance on the subject matter of the multiple choice questions. | ||
|
|
||
| The prompt is based on this blog post from Hugging Face: https://huggingface.co/blog/open-llm-leaderboard-mmlu | ||
| It follows the [HELM prompt format](https://huggingface.co/blog/open-llm-leaderboard-mmlu#mmlu-comes-in-all-shapes-and-sizes-looking-at-the-prompts). |
There was a problem hiding this comment.
Would it be worth splitting this out into a reusable makeHelmPrompt() function w/ accompanying tests? Not necessary for this PR but might be useful down the line + as documentation of the format.
There was a problem hiding this comment.
HELM is just for quiz-style questions, the current makeQuizQuestionPrompt() does what you're describing. i can refactor comments a bit to make this clearer + also export this function and test it
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Outdated suggestions cannot be applied.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.
Jira: https://jira.mongodb.org/browse/EAI-353
Changes
In
mongodb-chatbot-evaluationpackage:GeneratedDataNew
model-evalpackage for running evals on LLMs including:chatbot-eval-mongodb-public)In
chatbot-eval-mongodb-publicpackage:Notes