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BramVanroy avatar BramVanroy commented on May 24, 2024

This confirms what we learnt for BLEU, too: one should ALWAYS report version numbers (signatures), also for COMET!

Side note: in my MATEO, I added a custom signature for neural metrics like bertscore, bleurt and comet, too. For COMET it looks like this (inspired by sacrebleu):

comet: nrefs:1|bs:1000|seed:12345|c:Unbabel/wmt22-comet-da|version:2.0.1|mateo:1.1.3

where c stands for the checkpoint used and version is self-explanatory. Wasn't sure how far one had to go with this because difference in torch, cuda and transformers versions may or may not also lead to difference in results. Hell, even then the CUDA optimisation might lead to different results on different hardware.

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PinzhenChen avatar PinzhenChen commented on May 24, 2024

Admittedly the README currently says it requires 3.8, so maybe I installed COMET in the stone age and pip install β€”upgrade unbabel-comet never warned me. Anyway I think the score mismatch should not be expected

Your signature is very thoughtful!

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