mlcommons / mlcommons/inference
Loadgen needs to be updated to help support and enforce the no-sorting outside of the dataset rules for LLMs
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postmortem 5.0
- Dominant language
- Python
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- Avg merge
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Description
Options
- Send the size of the original dataset to the SUT
- Verification of the order that queries were responded by loadgen. Potentially introduce a new test for this.
- Handle it in loadgen next
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Review the loadgen implementation and any existing LLM query-order tests. Use the checklist as the starting scope: determine how the original dataset size reaches the SUT, how response order can be verified, and what remaining loadgen handling is required. Done means the no-sorting-outside-the-dataset rules are supported and enforced.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning, tooling
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100