---
base_model:
- TheDrummer/Cydonia-24B-v2
---
selected 70-1024-df10-u2k


vllm (pretrained=/root/autodl-tmp/Cydonia-24B-v2,add_bos_token=true,max_model_len=2048,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|↑  |0.912|±  | 0.018|
|     |       |strict-match    |     5|exact_match|↑  |0.912|±  | 0.018|

vllm (pretrained=/root/autodl-tmp/Cydonia-24B-v2,add_bos_token=true,max_model_len=2048,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|↑  |0.894|±  |0.0138|

vllm (pretrained=/root/autodl-tmp/Cydonia-24B-v2,add_bos_token=true,max_model_len=700,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   |↑  |0.8205|±  |0.0257|
| - other          |      2|none  |      |acc   |↑  |0.8103|±  |0.0271|
| - social sciences|      2|none  |      |acc   |↑  |0.8500|±  |0.0257|
| - stem           |      2|none  |      |acc   |↑  |0.7298|±  |0.0249|


vllm (pretrained=/root/autodl-tmp/70-512-df10,add_bos_token=true,max_model_len=2048), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: 1
|Tasks|Version|     Filter     |n-shot|  Metric   |   |Value|   |Stderr|
|-----|------:|----------------|-----:|-----------|---|----:|---|-----:|
|gsm8k|      3|flexible-extract|     5|exact_match|↑  |0.892|±  |0.0197|
|     |       |strict-match    |     5|exact_match|↑  |0.880|±  |0.0206|

vllm (pretrained=/root/autodl-tmp/70-512-df10,add_bos_token=true,max_model_len=2048,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|↑  |0.894|±  |0.0138|
|     |       |strict-match    |     5|exact_match|↑  |0.876|±  |0.0148|

vllm (pretrained=/root/autodl-tmp/70-512-df10,add_bos_token=true,max_model_len=800,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   |↑  |0.7895|±  |0.0132|
| - humanities     |      2|none  |      |acc   |↑  |0.8103|±  |0.0257|
| - other          |      2|none  |      |acc   |↑  |0.7949|±  |0.0280|
| - social sciences|      2|none  |      |acc   |↑  |0.8722|±  |0.0242|
| - stem           |      2|none  |      |acc   |↑  |0.7193|±  |0.0258|


vllm (pretrained=/root/autodl-tmp/70-1536-df10,add_bos_token=true,max_model_len=2048), 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|↑  |0.888|±  |0.0200|
|     |       |strict-match    |     5|exact_match|↑  |0.876|±  |0.0209|

vllm (pretrained=/root/autodl-tmp/70-1536-df10,add_bos_token=true,max_model_len=2048,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|↑  |0.884|±  |0.0143|
|     |       |strict-match    |     5|exact_match|↑  |0.856|±  |0.0157|

vllm (pretrained=/root/autodl-tmp/70-1536-df10,add_bos_token=true,max_model_len=800,dtype=bfloat16), gen_kwargs: (None), limit: 15.0, num_fewshot: None, batch_size: auto
|      Groups      |Version|Filter|n-shot|Metric|   |Value |   |Stderr|
|------------------|------:|------|------|------|---|-----:|---|-----:|
|mmlu              |      2|none  |      |acc   |↑  |0.7906|±  |0.0133|
| - humanities     |      2|none  |      |acc   |↑  |0.8154|±  |0.0266|
| - other          |      2|none  |      |acc   |↑  |0.7949|±  |0.0282|
| - social sciences|      2|none  |      |acc   |↑  |0.8611|±  |0.0248|
| - stem           |      2|none  |      |acc   |↑  |0.7263|±  |0.0251|


vllm (pretrained=/root/autodl-tmp/70-1024-df10-u2k,add_bos_token=true,max_model_len=2048), 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|↑  |0.884|±  |0.0203|
|     |       |strict-match    |     5|exact_match|↑  |0.864|±  |0.0217|

vllm (pretrained=/root/autodl-tmp/70-1024-df10-u2k,add_bos_token=true,max_model_len=2048,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|↑  |0.886|±  |0.0142|
|     |       |strict-match    |     5|exact_match|↑  |0.858|±  |0.0156|

vllm (pretrained=/root/autodl-tmp/70-1024-df10-u2k,add_bos_token=true,max_model_len=800,dtype=bfloat16), gen_kwargs: (None), limit: 15.0, num_fewshot: None, batch_size: auto
|      Groups      |Version|Filter|n-shot|Metric|   |Value |   |Stderr|
|------------------|------:|------|------|------|---|-----:|---|-----:|
|mmlu              |      2|none  |      |acc   |↑  |0.7965|±  |0.0130|
| - humanities     |      2|none  |      |acc   |↑  |0.8256|±  |0.0259|
| - other          |      2|none  |      |acc   |↑  |0.8000|±  |0.0268|
| - social sciences|      2|none  |      |acc   |↑  |0.8778|±  |0.0243|
| - stem           |      2|none  |      |acc   |↑  |0.7228|±  |0.0253|