demml / demml/opsml

LLM experiment evaluations

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#220 0 comments 0 reactions 1 assignee Claimed by @thorrester View on GitHub
enhancement ideation
Dominant language
Rust
Stars
40
Forks
3
PR merge metrics
No merged PRs in 30d

Description

Use case: Api running different versions of prompts and/or providers. User is interested in comparing inputs and outputs and evaluating offline with LLM as a judge workflow

Things to consider:
- Consider an optimal approach, which may enforce some inflexibility on the user
- Escape hatch to allow users to generate metrics as they see fit.
- Do we implement t-test statistic calculation for comparisons?
- How do we record?
- DB migrations to the experiment metric table?

Contributor guide

Open the contributing guide

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