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appvoid 
posted an update 2 days ago
Post
7,284
New leaderboard coming to the small language model community!

The leaderboard measures cognitive skills, which is more challenging and beyond language modeling and instruction-following. This is a first step towards more everyday useful and general small models.

dotlabs/cognirank

i have a small model that i need advice on benchmarking. Im a solo guy thats been doing it by myself for 4-5 years now. custom datasets and even now i have a 2.2b multi seq omni latent recursive model in training on Digital Ocean Mi350x card.

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Sure, let me know what kind of advice are you looking for.

Though, a general advice, when it comes about llms is to never trust one benchmark. Test as much as possible.