use inspect-ai to evaluate aime25, gsm8k and IFEval - #1010
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Logging is neaaat |
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NathanHB
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Oct 7, 2025
| return Task(dataset=dataset, solver=solver, scorer=scorer, name=name, epochs=Epochs(epochs, epochs_reducer)) | ||
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| gsm8k_task_config = TaskConfig( |
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a auto convert from lighteval task config to a more suited config can be done easily.
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Oct 7, 2025
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| @scorer(metrics=[accuracy(), stderr()]) | ||
| def extractive_math_scorer(): |
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minimal rewrite of scorer will be needed
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Oct 7, 2025
| MODEL = "openai/gpt-4o" | ||
| all_tasks = [gsm8k_task_config, aime25_task_config, ifeval_task_config] | ||
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| eval([get_task(task) for task in all_tasks], model=MODEL, display="rich", limit=10, max_tasks=3) |
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we can still run N tasks at the same time
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Closing the POC as the big changes are comiiiiing! |
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This PR is a proof of concept demonstrating how to utilize inspect-ai's API with minimal effort, while still having access to every task and metric defined by Lighteval.
Using inspect-ai would allow us to:
To fully convert to use inspect-ai's API, we would have to:
SampleScorerMetric