MMLU-Pro category scores

#2
by yaronr - opened

Hi
We ran mmlu-pro on SaulLM-54B-Instruct, and the results below were quite surprising.
We expected SaulLM to ace the law category, but in fact, we saw only 30% correct answers.
Surprisingly, we saw the best mmlu-pro results for SaulLM-54-Instruct for psychology (62%) and biology (66%).
Appreciate your guidance.

We ran vllm latest (0.6.1.post2) with the following params:

--model=Equall/SaulLM-54B-Instruct 
--tensor-parallel-size=2
--pipeline-parallel-size=4
--disable-log-requests
--trust-remote-code
--enable-chunked-prefill
--enable-prefix-caching
--enforce-eager
--max-num-batched-tokens=16384
--max-model-len=8096
--gpu-memory-utilization=0.95

Detailed results per category:

Screenshot 2024-09-21 at 18.20.05.png

Thanks for the useful information, we have a legal LLM, we like to test, can you assist?

@legalcomplex Hey there!
With pleasure!

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