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Merged
merged 21 commits into from
Oct 1, 2024
Merged

Add BenCzechMark blogpost #2382

merged 21 commits into from
Oct 1, 2024

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hynky1999
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@hynky1999 hynky1999 commented Sep 30, 2024

Adds blogpost about a new czech evaluation suite called BenCzechMark.
Notes:

  • CZLC/BenCzechMark-Results is private right now I will switch it on before merging.

Just for review, I will merge it myself

@hynky1999 hynky1999 requested a review from pcuenca September 30, 2024 16:21
@hynky1999 hynky1999 requested a review from osanseviero October 1, 2024 09:36
- user: Lakoc
guest: true
org: BUT-FIT
- user: popelucha
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Doesn't seem to be in the MU-NLPC org (not sure it matters)

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Yeah I know, but I guess (hope) it's fine


- *Qwen-72B* shone in Math and Information Retrieval but lagged behind similarly-sized models in other categories.
- *Aya-21-35B* model excels in Sentiment and Language Modeling, but similarly lags behind in different categories.
- *Gemma-2 9B* delivers excellent results in Czech reading comprehension, outperforming much larger models.
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I suppose all these models were not fine-tuned for Czech, or were they? Were there any Czech-specific models you evaluated?

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Only 2 models were Czech specific; CSTinyLlama-1.2B and csmpt7b. In spite of the lack of official support, some multilingual perform very well in Czech.

hynky1999 and others added 2 commits October 1, 2024 16:22
Co-authored-by: Pedro Cuenca <[email protected]>
Co-authored-by: Pedro Cuenca <[email protected]>
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3 participants