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lm_eval --model vllm --model_args pretrained=nm-testing/Meta-Llama-3-8B-Instruct-FP8-K-V,kv_cache_dtype=fp8,add_bos_token=True --tasks gsm8k --num_fewshot 5 --batch_size auto

vllm (pretrained=nm-testing/Meta-Llama-3-8B-Instruct-FP8-K-V,kv_cache_dtype=fp8,add_bos_token=True), gen_kwargs: (None), limit: None, num_fewshot: 5, batch_size: auto
|Tasks|Version|     Filter     |n-shot|  Metric   |   |Value |   |Stderr|
|-----|------:|----------------|-----:|-----------|---|-----:|---|-----:|
|gsm8k|      3|flexible-extract|     5|exact_match|↑  |0.7748|±  |0.0115|
|     |       |strict-match    |     5|exact_match|↑  |0.7763|±  |0.0115|