---
base_model:
- mistralai/Magistral-Small-2506
---
vllm (pretrained=/root/autodl-tmp/Magistral-Small-2506,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=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|↑  |0.924|±  |0.0168|
|     |       |strict-match    |     5|exact_match|↑  |0.920|±  |0.0172|

vllm (pretrained=/root/autodl-tmp/Magistral-Small-2506,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true), 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|↑  |0.916|±  |0.0124|
|     |       |strict-match    |     5|exact_match|↑  |0.912|±  |0.0127|

|      Groups      |Version|Filter|n-shot|Metric|   |Value |   |Stderr|
|------------------|------:|------|------|------|---|-----:|---|-----:|
|mmlu              |      2|none  |      |acc   |↑  |0.7766|±  |0.0134|
| - humanities     |      2|none  |      |acc   |↑  |0.8154|±  |0.0259|
| - other          |      2|none  |      |acc   |↑  |0.8308|±  |0.0266|
| - social sciences|      2|none  |      |acc   |↑  |0.8056|±  |0.0282|
| - stem           |      2|none  |      |acc   |↑  |0.6947|±  |0.0256|


vllm (pretrained=/root/autodl-tmp/root90-256-4096-9.9999,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=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|↑  |0.908|±  |0.0183|
|     |       |strict-match    |     5|exact_match|↑  |0.904|±  |0.0187|


llm (pretrained=/root/autodl-tmp/root90-128-4096-9.9999,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=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|↑  |0.924|±  |0.0168|
|     |       |strict-match    |     5|exact_match|↑  |0.920|±  |0.0172|

vllm (pretrained=/root/autodl-tmp/root90-128-4096-9.9999,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true), 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|↑  |0.912|±  |0.0127|
|     |       |strict-match    |     5|exact_match|↑  |0.906|±  |0.0131|

|      Groups      |Version|Filter|n-shot|Metric|   |Value |   |Stderr|
|------------------|------:|------|------|------|---|-----:|---|-----:|
|mmlu              |      2|none  |      |acc   |↑  |0.7754|±  |0.0135|
| - humanities     |      2|none  |      |acc   |↑  |0.7949|±  |0.0268|
| - other          |      2|none  |      |acc   |↑  |0.8103|±  |0.0278|
| - social sciences|      2|none  |      |acc   |↑  |0.8278|±  |0.0273|
| - stem           |      2|none  |      |acc   |↑  |0.7053|±  |0.0254|