--- base_model: - gghfez/Mistral-Small-3.2-24B-Instruct-hf --- vllm (pretrained=/root/autodl-tmp/Mistral-Small-3.2-24B-Instruct-hf,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| vllm (pretrained=/root/autodl-tmp/Mistral-Small-3.2-24B-Instruct-hf,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true,gpu_memory_utilization=0.8), 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|↑ |0.908|± |0.0129| | | |strict-match | 5|exact_match|↑ |0.902|± |0.0133| vllm (pretrained=/root/autodl-tmp/Mistral-Small-3.2-24B-Instruct-hf,add_bos_token=true,max_model_len=3048,dtype=bfloat16,trust_remote_code=true,gpu_memory_utilization=0.9), gen_kwargs: (None), limit: 15.0, num_fewshot: None, batch_size: auto | Groups |Version|Filter|n-shot|Metric| |Value | |Stderr| |------------------|------:|------|------|------|---|-----:|---|-----:| |mmlu | 2|none | |acc |↑ |0.8035|± |0.0129| | - humanities | 2|none | |acc |↑ |0.8462|± |0.0247| | - other | 2|none | |acc |↑ |0.8256|± |0.0262| | - social sciences| 2|none | |acc |↑ |0.8389|± |0.0271| | - stem | 2|none | |acc |↑ |0.7368|± |0.0246| 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: 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|↑ |0.896|± |0.0193| vllm (pretrained=/root/autodl-tmp/root90-128-4096-9.9999,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true,gpu_memory_utilization=0.5), 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|↑ |0.892|± |0.0139| | | |strict-match | 5|exact_match|↑ |0.886|± |0.0142| vllm (pretrained=/root/autodl-tmp/root90-256-4096-9.9999,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true,gpu_memory_utilization=0.5), 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|↑ |0.916|± |0.0176| | | |strict-match | 5|exact_match|↑ |0.908|± |0.0183| vllm (pretrained=/root/autodl-tmp/root90-256-4096-9.9999,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true,gpu_memory_utilization=0.5), 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|↑ |0.898|± |0.0135| vllm (pretrained=/root/autodl-tmp/root90-256-4096-9.9999,add_bos_token=true,max_model_len=3048,dtype=bfloat16,trust_remote_code=true,gpu_memory_utilization=0.9), gen_kwargs: (None), limit: 15.0, num_fewshot: None, batch_size: auto | Groups |Version|Filter|n-shot|Metric| |Value | |Stderr| |------------------|------:|------|------|------|---|-----:|---|-----:| |mmlu | 2|none | |acc |↑ |0.7895|± |0.0132| | - humanities | 2|none | |acc |↑ |0.8256|± |0.0251| | - other | 2|none | |acc |↑ |0.8051|± |0.0273| | - social sciences| 2|none | |acc |↑ |0.7889|± |0.0292| | - stem | 2|none | |acc |↑ |0.7544|± |0.0241|