vllm (pretrained=/root/autodl-tmp/output,add_bos_token=true,tensor_parallel_size=2,max_model_len=2048,gpu_memory_utilization=0.97,enforce_eager=true), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: auto
|Tasks|Version|     Filter     |n-shot|  Metric   |   |Value|   |Stderr|
|-----|------:|----------------|-----:|-----------|---|----:|---|-----:|
|gsm8k|      3|flexible-extract|     5|exact_match|↑  |0.872|±  |0.0212|
|     |       |strict-match    |     5|exact_match|↑  |0.860|±  |0.0220|


Since the transformers library lacks solar-related definitions, I edited the py files in the transformers library to complete the quantization.
The changed files and the versions of the transformers library are detailed in the zip archive.