vllm (pretrained=/root/autodl-tmp/DeepCoder-14B-Preview,add_bos_token=true,max_model_len=3096,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 | ↑ | 0.732 | ± | 0.0281 | 
| strict-match | 5 | exact_match | ↑ | 0.856 | ± | 0.0222 | 
vllm (pretrained=/root/autodl-tmp/DeepCoder-14B-Preview,add_bos_token=true,max_model_len=3096,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 | ↑ | 0.766 | ± | 0.0190 | 
| strict-match | 5 | exact_match | ↑ | 0.856 | ± | 0.0157 | 
vllm (pretrained=/root/autodl-tmp/DeepCoder-14B-Preview,add_bos_token=true,max_model_len=3096,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 | ↑ | 0.7345 | ± | 0.0139 | |
| - humanities | 2 | none | acc | ↑ | 0.7333 | ± | 0.0283 | |
| - other | 2 | none | acc | ↑ | 0.7385 | ± | 0.0295 | |
| - social sciences | 2 | none | acc | ↑ | 0.8000 | ± | 0.0285 | |
| - stem | 2 | none | acc | ↑ | 0.6912 | ± | 0.0254 | 
vllm (pretrained=/root/autodl-tmp/80-256,add_bos_token=true,max_model_len=3096,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 | ↑ | 0.768 | ± | 0.0268 | 
| strict-match | 5 | exact_match | ↑ | 0.868 | ± | 0.0215 | 
vllm (pretrained=/root/autodl-tmp/80-256,add_bos_token=true,max_model_len=3096,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 | ↑ | 0.764 | ± | 0.0190 | 
| strict-match | 5 | exact_match | ↑ | 0.884 | ± | 0.0143 | 
vllm (pretrained=/root/autodl-tmp/80-256,add_bos_token=true,max_model_len=3096,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 | ↑ | 0.7345 | ± | 0.0139 | |
| - humanities | 2 | none | acc | ↑ | 0.7179 | ± | 0.0287 | |
| - other | 2 | none | acc | ↑ | 0.7538 | ± | 0.0287 | |
| - social sciences | 2 | none | acc | ↑ | 0.8167 | ± | 0.0275 | |
| - stem | 2 | none | acc | ↑ | 0.6807 | ± | 0.0257 | 
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deepseek-ai/DeepSeek-R1-Distill-Qwen-14B