mlcommons / mlcommons/inference
Dataset preprocessing code is not shared for several models
Nobody has claimed this yet.
- Dominant language
- Python
- Stars
- 1.6k
- Forks
- 650
- Avg merge
- 1d 22h
- Merged PRs (30d)
- 6
Description
Hi,
https://github.com/mlcommons/inference/tree/master/language/llama2-70b provides processorca.py to generate the eval dataset, but several other models as https://github.com/mlcommons/inference/tree/master/language/deepseek-r1 and https://github.com/mlcommons/inference/tree/master/language/llama3.1-8b do not provide a reproduction script to generate the evaluation data.
This is an issue if e.g. one would like to apply the evaluation from mlperf on other models that may use other tokenizers.
Could the code used to generate this preprocessed data be shared?
Thank you
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
Start with language/llama2-70b/processorca.py, then compare the language/deepseek-r1 and language/llama3.1-8b directories. Determine what preprocessing is needed for each model and tokenizer. Done means the preprocessing code for the referenced models is shared and can reproduce their evaluation data.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- data, machine-learning
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 45/100