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docs(PHS-880): add benchmark explanation in CHANGELOG.md
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maxhammeralephalpha committed Nov 27, 2024
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### Features
- Introduce `Benchmark` and `StudioBenchmark`
- `Benchmark` allows you to evaluate and compare the performance of different `Task`s with a fixed evaluation logic, aggregation logic and `Dataset`.
- Add `how_to_execute_a_benchmark.ipynb` to how-tos
- Add `studio.ipynb` to notebooks to show how one can debug a `Task` with Studio
- Introduce `BenchmarkRepository`and `StudioBenchmarkRepository`
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