Add MMLU benchmark with DISCO support#34
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arubique wants to merge 47 commits intoparameterlab:mainfrom
Open
Add MMLU benchmark with DISCO support#34arubique wants to merge 47 commits intoparameterlab:mainfrom
arubique wants to merge 47 commits intoparameterlab:mainfrom
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- Add scaffold for MMLU evaluation on anchor points
- Add scaffold for DISCO prediction for MMLU
- Add lm_eval wrapper
- Fix infinite loop in AnchorPointsTaskQueue
- Save model predictions as intermediate outputs
- Estimate likelihood for MCQ
- Add DISCO dependencies
- Freeze exactly DISCO libs versions for reproducibility
- Reproduce outputs with lm_eval_wrapper
- Temporary update libs for reproducibility
- Sync MMLU argmaxes between MASeval and DISCO
- Achieve exact match with DISCO predictions for --lm_eval_batching
- Load DISCO predictor and transform from npz
- DISCO model is loadable from hf
- Store anchor points in hf
- Store predictor config in hf
- Enforce empty args for transform_path and anchor_points_path when using hf model
- Add flattened MMLU to hf
- Add flattened-MMLU and --use-full-prompt to enforced config for DISCO-MMLU
- Update readme for flattened-MMLU
- Update dataset metadata
- Minor readme update
- Add fields description
- Remove extra files
- Move HuggingFaceMMLUBenchmark to mmlu.py
- Move hardcoded values to constants
- Add lm-eval to pyproject.toml
- Align pyproject.toml with MasEval main
- Sync uv.lock with MasEval main
- Sync uv.lock with MasEval main vol. 2
- Fix typo in pyproject.toml
- Remove duplicates from pyproject.toml
- Add **kwargs to MMLUBenchmark init
- Update DISCO deps
- Add test for MMLU benchmark
- Sync pyproject.toml with MasEval main
- Update types to pass autotests
- Update changelog
- Add default value to --data_path
- Shorten example's readme
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- Add args description to readme
- Add links to papers in readme
- Add link to lm-evaluation-harness
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Description
Type of Change
Checklist
Contribution
Documentation
docs/(if applicable)Changelog
CHANGELOG.mdunder[Unreleased]sectionExample:
- Support for multi-agent tracing (PR:#123)Architecture (if applicable)
maseval/core/do NOT import frommaseval/interface/Additional Notes