base_model:
- deepcogito/cogito-v1-preview-qwen-32B
vllm (pretrained=/root/autodl-tmp/cogito-v1-preview-qwen-32B,add_bos_token=true,max_model_len=3096,dtype=bfloat16,tensor_parallel_size=4), 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 | ↑ | 0.900 | ± | 0.0190 |
| strict-match | 5 | exact_match | ↑ | 0.948 | ± | 0.0141 |
vllm (pretrained=/root/autodl-tmp/cogito-v1-preview-qwen-32B,add_bos_token=true,max_model_len=3096,dtype=bfloat16,tensor_parallel_size=4), 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 | ↑ | 0.930 | ± | 0.0114 |
vllm (pretrained=/root/autodl-tmp/cogito-v1-preview-qwen-32B,add_bos_token=true,max_model_len=3096,dtype=bfloat16,tensor_parallel_size=4), gen_kwargs: (None), limit: 5.0, num_fewshot: None, batch_size: 1
| Groups | Version | Filter | n-shot | Metric | Value | Stderr | ||
|---|---|---|---|---|---|---|---|---|
| mmlu | 2 | none | acc | ↑ | 0.8947 | ± | 0.0175 | |
| - humanities | 2 | none | acc | ↑ | 0.9231 | ± | 0.0308 | |
| - other | 2 | none | acc | ↑ | 0.8769 | ± | 0.0407 | |
| - social sciences | 2 | none | acc | ↑ | 0.9167 | ± | 0.0354 | |
| - stem | 2 | none | acc | ↑ | 0.8737 | ± | 0.0324 |
vllm (pretrained=/root/autodl-tmp/cogito-v1-preview-qwen-32B-awq,add_bos_token=true,max_model_len=3096,dtype=bfloat16,tensor_parallel_size=4), 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 | ↑ | 0.936 | ± | 0.0155 |
vllm (pretrained=/root/autodl-tmp/cogito-v1-preview-qwen-32B-awq,add_bos_token=true,max_model_len=3096,dtype=bfloat16,tensor_parallel_size=4), 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 | ↑ | 0.920 | ± | 0.0121 |
| strict-match | 5 | exact_match | ↑ | 0.934 | ± | 0.0111 |
vllm (pretrained=/root/autodl-tmp/cogito-v1-preview-qwen-32B-awq,add_bos_token=true,max_model_len=3096,dtype=bfloat16,tensor_parallel_size=4), gen_kwargs: (None), limit: 5.0, num_fewshot: None, batch_size: 1
| Groups | Version | Filter | n-shot | Metric | Value | Stderr | ||
|---|---|---|---|---|---|---|---|---|
| mmlu | 2 | none | acc | ↑ | 0.8982 | ± | 0.0170 | |
| - humanities | 2 | none | acc | ↑ | 0.8769 | ± | 0.0377 | |
| - other | 2 | none | acc | ↑ | 0.8769 | ± | 0.0407 | |
| - social sciences | 2 | none | acc | ↑ | 0.9500 | ± | 0.0289 | |
| - stem | 2 | none | acc | ↑ | 0.8947 | ± | 0.0288 |