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vllm (pretrained=/root/autodl-tmp/Qwen3-32B-abliterated,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true,tensor_parallel_size=4,gpu_memory_utilization=0.8), 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/Qwen3-32B-abliterated,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true,tensor_parallel_size=4,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 ↑ 0.852 ± 0.0159
strict-match 5 exact_match ↑ 0.840 ± 0.0164
Groups Version Filter n-shot Metric Value Stderr
mmlu 2 none acc ↑ 0.7988 ± 0.0131
- humanities 2 none acc ↑ 0.7897 ± 0.0269
- other 2 none acc ↑ 0.7590 ± 0.0298
- social sciences 2 none acc ↑ 0.8722 ± 0.0252
- stem 2 none acc ↑ 0.7860 ± 0.0230

vllm (pretrained=/root/autodl-tmp/Qwen3-32B-abliterated-128-4096,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true,gpu_memory_utilization=0.8), 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 ↑ 0.848 ± 0.0228
strict-match 5 exact_match ↑ 0.844 ± 0.0230

vllm (pretrained=/root/autodl-tmp/Qwen3-32B-abliterated-128-4096,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 ↑ 0.850 ± 0.0160
strict-match 5 exact_match ↑ 0.834 ± 0.0167
Groups Version Filter n-shot Metric Value Stderr
mmlu 2 none acc ↑ 0.7860 ± 0.0133
- humanities 2 none acc ↑ 0.7795 ± 0.0272
- other 2 none acc ↑ 0.7538 ± 0.0295
- social sciences 2 none acc ↑ 0.8389 ± 0.0271
- stem 2 none acc ↑ 0.7789 ± 0.0232
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I64
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I32
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BF16
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