---
base_model:
- mistralai/Mistral-Small-24B-Instruct-2501
---
vllm (pretrained=/root/autodl-tmp/Mistral-Small-24B-Instruct-2501,add_bos_token=true,max_model_len=2048,tensor_parallel_size=2,dtype=bfloat16), 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|↑  |0.928|±  |0.0164|
|     |       |strict-match    |     5|exact_match|↑  |0.916|±  |0.0176|

vllm (pretrained=/root/autodl-tmp/Mistral-Small-24B-Instruct-2501,add_bos_token=true,max_model_len=2048,tensor_parallel_size=2,dtype=bfloat16), 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|↑  |0.910|±  |0.0128|
|     |       |strict-match    |     5|exact_match|↑  |0.904|±  |0.0132|

vllm (pretrained=/root/autodl-tmp/Mistral-Small-24B-Instruct-2501,add_bos_token=true,max_model_len=700,tensor_parallel_size=2,dtype=bfloat16), gen_kwargs: (None), limit: 15.0, num_fewshot: None, batch_size: 1
|      Groups      |Version|Filter|n-shot|Metric|   |Value |   |Stderr|
|------------------|------:|------|------|------|---|-----:|---|-----:|
|mmlu              |      2|none  |      |acc   |↑  |0.7977|±  |0.0130|
| - humanities     |      2|none  |      |acc   |↑  |0.8205|±  |0.0267|
| - other          |      2|none  |      |acc   |↑  |0.8154|±  |0.0266|
| - social sciences|      2|none  |      |acc   |↑  |0.8667|±  |0.0247|
| - stem           |      2|none  |      |acc   |↑  |0.7263|±  |0.0249|


vllm (pretrained=/root/autodl-tmp/86-512,add_bos_token=true,max_model_len=2048,tensor_parallel_size=2,dtype=bfloat16), 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|↑  |0.936|±  |0.0155|
|     |       |strict-match    |     5|exact_match|↑  |0.928|±  |0.0164|

vllm (pretrained=/root/autodl-tmp/86-512,add_bos_token=true,max_model_len=2048,tensor_parallel_size=2,dtype=bfloat16), 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|↑  | 0.92|±  |0.0121|
|     |       |strict-match    |     5|exact_match|↑  | 0.91|±  |0.0128|

vllm (pretrained=/root/autodl-tmp/86-512,add_bos_token=true,max_model_len=700,tensor_parallel_size=2,dtype=bfloat16), gen_kwargs: (None), limit: 15.0, num_fewshot: None, batch_size: 1
|      Groups      |Version|Filter|n-shot|Metric|   |Value |   |Stderr|
|------------------|------:|------|------|------|---|-----:|---|-----:|
|mmlu              |      2|none  |      |acc   |↑  |0.7942|±  |0.0131|
| - humanities     |      2|none  |      |acc   |↑  |0.8308|±  |0.0255|
| - other          |      2|none  |      |acc   |↑  |0.8000|±  |0.0275|
| - social sciences|      2|none  |      |acc   |↑  |0.8556|±  |0.0253|
| - stem           |      2|none  |      |acc   |↑  |0.7263|±  |0.0252|


vllm (pretrained=/root/autodl-tmp/876-512,add_bos_token=true,max_model_len=2048,tensor_parallel_size=2,dtype=bfloat16), 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|↑  |0.904|±  |0.0187|
|     |       |strict-match    |     5|exact_match|↑  |0.904|±  |0.0187|

vllm (pretrained=/root/autodl-tmp/876-512,add_bos_token=true,max_model_len=2048,tensor_parallel_size=2,dtype=bfloat16), 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|↑  |0.904|±  |0.0132|
|     |       |strict-match    |     5|exact_match|↑  |0.900|±  |0.0134|

|      Groups      |Version|Filter|n-shot|Metric|   |Value |   |Stderr|
|------------------|------:|------|------|------|---|-----:|---|-----:|
|mmlu              |      2|none  |      |acc   |↑  |0.7942|±  |0.0130|
| - humanities     |      2|none  |      |acc   |↑  |0.8256|±  |0.0259|
| - other          |      2|none  |      |acc   |↑  |0.8051|±  |0.0266|
| - social sciences|      2|none  |      |acc   |↑  |0.8556|±  |0.0255|
| - stem           |      2|none  |      |acc   |↑  |0.7263|±  |0.0248|


vllm (pretrained=/root/autodl-tmp/883-2048,add_bos_token=true,max_model_len=2048,tensor_parallel_size=2,dtype=bfloat16), 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|↑  |0.904|±  |0.0187|
|     |       |strict-match    |     5|exact_match|↑  |0.904|±  |0.0187|

vllm (pretrained=/root/autodl-tmp/883-2048,add_bos_token=true,max_model_len=2048,tensor_parallel_size=2,dtype=bfloat16), 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|↑  |0.900|±  |0.0134|
|     |       |strict-match    |     5|exact_match|↑  |0.898|±  |0.0135|

vllm (pretrained=/root/autodl-tmp/883-2048,add_bos_token=true,max_model_len=700,tensor_parallel_size=2,dtype=bfloat16), gen_kwargs: (None), limit: 15.0, num_fewshot: None, batch_size: 1
|      Groups      |Version|Filter|n-shot|Metric|   |Value |   |Stderr|
|------------------|------:|------|------|------|---|-----:|---|-----:|
|mmlu              |      2|none  |      |acc   |↑  |0.7930|±  |0.0131|
| - humanities     |      2|none  |      |acc   |↑  |0.8256|±  |0.0259|
| - other          |      2|none  |      |acc   |↑  |0.7897|±  |0.0279|
| - social sciences|      2|none  |      |acc   |↑  |0.8667|±  |0.0246|
| - stem           |      2|none  |      |acc   |↑  |0.7263|±  |0.0249|


vllm (pretrained=/root/autodl-tmp/89-1024,add_bos_token=true,max_model_len=2048,tensor_parallel_size=2,dtype=bfloat16), 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|↑  |0.908|±  |0.0183|
|     |       |strict-match    |     5|exact_match|↑  |0.904|±  |0.0187|

vllm (pretrained=/root/autodl-tmp/89-1024,add_bos_token=true,max_model_len=2048,tensor_parallel_size=2,dtype=bfloat16), 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|↑  |0.906|±  |0.0131|
|     |       |strict-match    |     5|exact_match|↑  |0.900|±  |0.0134|

vllm (pretrained=/root/autodl-tmp/89-1024,add_bos_token=true,max_model_len=700,tensor_parallel_size=2,dtype=bfloat16), gen_kwargs: (None), limit: 15.0, num_fewshot: None, batch_size: 1
|      Groups      |Version|Filter|n-shot|Metric|   |Value |   |Stderr|
|------------------|------:|------|------|------|---|-----:|---|-----:|
|mmlu              |      2|none  |      |acc   |↑  |0.7906|±  |0.0131|
| - humanities     |      2|none  |      |acc   |↑  |0.8205|±  |0.0261|
| - other          |      2|none  |      |acc   |↑  |0.7949|±  |0.0275|
| - social sciences|      2|none  |      |acc   |↑  |0.8667|±  |0.0246|
| - stem           |      2|none  |      |acc   |↑  |0.7193|±  |0.0249|