Changed MMLU Pro for Non-COT Version #3108
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yifanmai
approved these changes
Oct 29, 2024
| } | ||
| for hf_split, split in splits.items(): | ||
| data = dataset[hf_split].filter(lambda x: x["category"] == self.subject) | ||
| print(f"Filtered instances in {hf_split}: {len(data)}") |
| # Test for the "abstract_algebra" subject | ||
| scenario = MMLUProScenario(subject="math") | ||
| instances = scenario.get_instances(tmpdir) | ||
| # assert len(instances) == 116 |
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| assert instances[1].input == Input(text="Find all c in Z_3 such that Z_3[x]/(x^2 + c) is a field.") | ||
| assert instances[1].references == [ |
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Revert changes in this file.
| # Test for the "anatomy" subject | ||
| scenario = MMLUProScenario(subject="health") | ||
| instances = scenario.get_instances(tmpdir) | ||
| # assert len(instances) == 154 |
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| hlog(f"Processing data for {split} split") | ||
| for row in data: | ||
| question = row["question"] | ||
| answers = row["options"][:10] # Limit to 10 answers if necessary |
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Do we actually need [:10]?
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No I will remove this.
|
Merging this pull request broke main: https://github.com/stanford-crfm/helm/actions/runs/11620257291 Could you open a new pull request to fix the tests and also to address the open comments in this pull requests? |
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Added the mmlu_pro.py (scenario), lite_run_spec.py, and test_mmlu_pro_scenario.py
This is the implementation for MMLU Pro without Chain of Thought.