---
base_model:
- lars1234/Mistral-Small-24B-Instruct-2501-writer
---
vllm (pretrained=/root/autodl-tmp/Mistral-Small-24B-Instruct-2501-writer,add_bos_token=true,max_model_len=4096,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|↑  |0.924|±  |0.0168|
|     |       |strict-match    |     5|exact_match|↑  |0.920|±  |0.0172|

vllm (pretrained=/root/autodl-tmp/Mistral-Small-24B-Instruct-2501-writer,add_bos_token=true,max_model_len=4096,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|↑  |0.918|±  |0.0123|
|     |       |strict-match    |     5|exact_match|↑  |0.908|±  |0.0129|

vllm (pretrained=/root/autodl-tmp/Mistral-Small-24B-Instruct-2501-writer,add_bos_token=true,max_model_len=4096,dtype=bfloat16,max_num_seqs=3), 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|±  |0.0131|
| - humanities     |      2|none  |      |acc   |↑  |0.8256|±  |0.0263|
| - other          |      2|none  |      |acc   |↑  |0.8205|±  |0.0265|
| - social sciences|      2|none  |      |acc   |↑  |0.8556|±  |0.0256|
| - stem           |      2|none  |      |acc   |↑  |0.7263|±  |0.0249|


vllm (pretrained=/root/autodl-tmp/70-512-df10,add_bos_token=true,max_model_len=4096,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|↑  | 0.92|±  |0.0172|
|     |       |strict-match    |     5|exact_match|↑  | 0.92|±  |0.0172|

vllm (pretrained=/root/autodl-tmp/70-512-df10,add_bos_token=true,max_model_len=4096,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|↑  |0.906|±  |0.0131|

vllm (pretrained=/root/autodl-tmp/70-512-df10,add_bos_token=true,max_model_len=4096,dtype=bfloat16,max_num_seqs=3), gen_kwargs: (None), limit: 15.0, num_fewshot: None, batch_size: 1
|      Groups      |Version|Filter|n-shot|Metric|   |Value |   |Stderr|
|------------------|------:|------|------|------|---|-----:|---|-----:|
|mmlu              |      2|none  |      |acc   |↑  |0.7836|±  |0.0133|
| - humanities     |      2|none  |      |acc   |↑  |0.8103|±  |0.0267|
| - other          |      2|none  |      |acc   |↑  |0.7949|±  |0.0271|
| - social sciences|      2|none  |      |acc   |↑  |0.8556|±  |0.0252|
| - stem           |      2|none  |      |acc   |↑  |0.7123|±  |0.0257|


vllm (pretrained=/root/autodl-tmp/86-256,add_bos_token=true,max_model_len=4096,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|↑  |0.924|±  |0.0168|

vllm (pretrained=/root/autodl-tmp/86-256,add_bos_token=true,max_model_len=4096,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|↑  |0.928|±  |0.0116|
|     |       |strict-match    |     5|exact_match|↑  |0.920|±  |0.0121|

vllm (pretrained=/root/autodl-tmp/86-256,add_bos_token=true,max_model_len=4096,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   |↑  |0.8103|±  |0.0270|
| - other          |      2|none  |      |acc   |↑  |0.7949|±  |0.0280|
| - social sciences|      2|none  |      |acc   |↑  |0.8556|±  |0.0252|
| - stem           |      2|none  |      |acc   |↑  |0.7439|±  |0.0242|