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New benchmark interface #1272

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KennethEnevoldsen opened this issue Oct 3, 2024 · 1 comment
Open

New benchmark interface #1272

KennethEnevoldsen opened this issue Oct 3, 2024 · 1 comment
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@KennethEnevoldsen
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I have considered if we might want the interface to be:

import mteb

bench = mteb.Benchmark(tasks=[...])
bench.evaluate(model)

bench = mteb.get_benchmark("MTEB(eng)")
bench.evaluate(model)

Since the mteb.MTEB object is kinda of a benchmark object. (not something we should do now)

This would deprecate the mteb.MTEB object.

@isaac-chung
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I suppose the current mteb.MTEB object is a more flexibly Benchmark. I am in favour of this and v2.0 would be fitting.

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