---
base_model:
- alibaba-pai/DistilQwen2.5-DS3-0324-32B
---
vllm (pretrained=/root/autodl-tmp/DistilQwen2.5-DS3-0324-32B,add_bos_token=true,max_model_len=3096,dtype=bfloat16,tensor_parallel_size=4), 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|↑  |0.564|±  |0.0314|
|     |       |strict-match    |     5|exact_match|↑  |0.376|±  |0.0307|

vllm (pretrained=/root/autodl-tmp/DistilQwen2.5-DS3-0324-32B,add_bos_token=true,max_model_len=5096,dtype=bfloat16,tensor_parallel_size=4), gen_kwargs: (None), limit: 500.0, num_fewshot: 5, batch_size: auto
|Tasks|Version|     Filter     |n-shot|  Metric   |   |Value|   |Stderr|
|-----|------:|----------------|-----:|-----------|---|----:|---|-----:|
|gsm8k|      3|flexible-extract|     5|exact_match|↑  |0.570|±  |0.0222|
|     |       |strict-match    |     5|exact_match|↑  |0.412|±  |0.0220|

vllm (pretrained=/root/autodl-tmp/DistilQwen2.5-DS3-0324-32B,add_bos_token=true,max_model_len=3048,dtype=bfloat16,tensor_parallel_size=4), gen_kwargs: (None), limit: 5.0, num_fewshot: None, batch_size: 1
|      Groups      |Version|Filter|n-shot|Metric|   |Value |   |Stderr|
|------------------|------:|------|------|------|---|-----:|---|-----:|
|mmlu              |      2|none  |      |acc   |↑  |0.8421|±  |0.0200|
| - humanities     |      2|none  |      |acc   |↑  |0.8308|±  |0.0421|
| - other          |      2|none  |      |acc   |↑  |0.8308|±  |0.0435|
| - social sciences|      2|none  |      |acc   |↑  |0.8833|±  |0.0333|
| - stem           |      2|none  |      |acc   |↑  |0.8316|±  |0.0380|


vllm (pretrained=/root/autodl-tmp/DistilQwen2.5-DS3-0324-32B-awq,add_bos_token=true,max_model_len=3096,dtype=bfloat16,tensor_parallel_size=4), 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|↑  |0.508|±  |0.0317|
|     |       |strict-match    |     5|exact_match|↑  |0.380|±  |0.0308|

vllm (pretrained=/root/autodl-tmp/DistilQwen2.5-DS3-0324-32B-awq,add_bos_token=true,max_model_len=5096,dtype=bfloat16,tensor_parallel_size=4), gen_kwargs: (None), limit: 500.0, num_fewshot: 5, batch_size: auto
|Tasks|Version|     Filter     |n-shot|  Metric   |   |Value|   |Stderr|
|-----|------:|----------------|-----:|-----------|---|----:|---|-----:|
|gsm8k|      3|flexible-extract|     5|exact_match|↑  |0.542|±  |0.0223|
|     |       |strict-match    |     5|exact_match|↑  |0.394|±  |0.0219|

vllm (pretrained=/root/autodl-tmp/DistilQwen2.5-DS3-0324-32B-awq,add_bos_token=true,max_model_len=3048,dtype=bfloat16,tensor_parallel_size=4), gen_kwargs: (None), limit: 5.0, num_fewshot: None, batch_size: 1
|      Groups      |Version|Filter|n-shot|Metric|   |Value |   |Stderr|
|------------------|------:|------|------|------|---|-----:|---|-----:|
|mmlu              |      2|none  |      |acc   |↑  |0.8526|±  |0.0192|
| - humanities     |      2|none  |      |acc   |↑  |0.8308|±  |0.0421|
| - other          |      2|none  |      |acc   |↑  |0.8308|±  |0.0449|
| - social sciences|      2|none  |      |acc   |↑  |0.8833|±  |0.0333|
| - stem           |      2|none  |      |acc   |↑  |0.8632|±  |0.0333|