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base_model: |
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- huihui-ai/phi-4-abliterated |
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vllm (pretrained=/root/autodl-tmp/phi-4-abliterated,add_bos_token=true,max_model_len=2048,tensor_parallel_size=2,dtype=bfloat16), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: auto |
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|Tasks|Version| Filter |n-shot| Metric | |Value| |Stderr| |
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|-----|------:|----------------|-----:|-----------|---|----:|---|-----:| |
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|gsm8k| 3|flexible-extract| 5|exact_match|↑ |0.928|± |0.0164| |
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| | |strict-match | 5|exact_match|↑ |0.928|± |0.0164| |
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vllm (pretrained=/root/autodl-tmp/phi-4-abliterated,add_bos_token=true,max_model_len=2048,tensor_parallel_size=2,dtype=bfloat16), gen_kwargs: (None), limit: 500.0, num_fewshot: 5, batch_size: auto |
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|Tasks|Version| Filter |n-shot| Metric | |Value| |Stderr| |
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|-----|------:|----------------|-----:|-----------|---|----:|---|-----:| |
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|gsm8k| 3|flexible-extract| 5|exact_match|↑ |0.922|± | 0.012| |
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| | |strict-match | 5|exact_match|↑ |0.922|± | 0.012| |
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vllm (pretrained=/root/autodl-tmp/phi-4-abliterated-8625,add_bos_token=true,max_model_len=2048,tensor_parallel_size=2,dtype=bfloat16), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: auto |
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|Tasks|Version| Filter |n-shot| Metric | |Value| |Stderr| |
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|-----|------:|----------------|-----:|-----------|---|----:|---|-----:| |
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|gsm8k| 3|flexible-extract| 5|exact_match|↑ |0.936|± |0.0155| |
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| | |strict-match | 5|exact_match|↑ |0.936|± |0.0155| |
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vllm (pretrained=/root/autodl-tmp/phi-4-abliterated-8625,add_bos_token=true,max_model_len=2048,tensor_parallel_size=2,dtype=bfloat16), gen_kwargs: (None), limit: 500.0, num_fewshot: 5, batch_size: auto |
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|Tasks|Version| Filter |n-shot| Metric | |Value| |Stderr| |
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|-----|------:|----------------|-----:|-----------|---|----:|---|-----:| |
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|gsm8k| 3|flexible-extract| 5|exact_match|↑ |0.928|± |0.0116| |
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| | |strict-match | 5|exact_match|↑ |0.928|± |0.0116| |
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vllm (pretrained=/root/autodl-tmp/phi-4-abliterated-869,add_bos_token=true,max_model_len=2048,tensor_parallel_size=2,dtype=bfloat16), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: auto |
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|Tasks|Version| Filter |n-shot| Metric | |Value| |Stderr| |
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|-----|------:|----------------|-----:|-----------|---|----:|---|-----:| |
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|gsm8k| 3|flexible-extract| 5|exact_match|↑ | 0.92|± |0.0172| |
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| | |strict-match | 5|exact_match|↑ | 0.92|± |0.0172| |
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vllm (pretrained=/root/autodl-tmp/phi-4-abliterated-869,add_bos_token=true,max_model_len=2048,tensor_parallel_size=2,dtype=bfloat16), gen_kwargs: (None), limit: 500.0, num_fewshot: 5, batch_size: auto |
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|Tasks|Version| Filter |n-shot| Metric | |Value| |Stderr| |
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|-----|------:|----------------|-----:|-----------|---|----:|---|-----:| |
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|gsm8k| 3|flexible-extract| 5|exact_match|↑ |0.918|± |0.0123| |
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| | |strict-match | 5|exact_match|↑ |0.916|± |0.0124| |
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vllm (pretrained=/root/autodl-tmp/phi-4,add_bos_token=true,max_model_len=2048), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: auto |
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|Tasks|Version| Filter |n-shot| Metric | |Value| |Stderr| |
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|-----|------:|----------------|-----:|-----------|---|----:|---|-----:| |
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|gsm8k| 3|flexible-extract| 5|exact_match|↑ |0.928|± |0.0164| |
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| | |strict-match | 5|exact_match|↑ |0.928|± |0.0164| |
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vllm (pretrained=/root/autodl-tmp/phi-4,add_bos_token=true,max_model_len=2048,dtype=bfloat16), gen_kwargs: (None), limit: 500.0, num_fewshot: 5, batch_size: auto |
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|Tasks|Version| Filter |n-shot| Metric | |Value| |Stderr| |
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|-----|------:|----------------|-----:|-----------|---|----:|---|-----:| |
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|gsm8k| 3|flexible-extract| 5|exact_match|↑ | 0.93|± |0.0114| |
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| | |strict-match | 5|exact_match|↑ | 0.93|± |0.0114| |
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vllm (pretrained=/root/autodl-tmp/phi-4,add_bos_token=true,max_model_len=800,dtype=bfloat16), gen_kwargs: (None), limit: 15.0, num_fewshot: None, batch_size: auto |
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| Groups |Version|Filter|n-shot|Metric| |Value | |Stderr| |
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|------------------|------:|------|------|------|---|-----:|---|-----:| |
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|mmlu | 2|none | |acc |↑ |0.7649|± |0.0137| |
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| - humanities | 2|none | |acc |↑ |0.8103|± |0.0256| |
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| - other | 2|none | |acc |↑ |0.7487|± |0.0287| |
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| - social sciences| 2|none | |acc |↑ |0.8167|± |0.0280| |
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| - stem | 2|none | |acc |↑ |0.7123|± |0.0260| |
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vllm (pretrained=/root/autodl-tmp/huihui-ai-phi-4-abliterated-W8A8,add_bos_token=true,max_model_len=2048), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: auto |
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|Tasks|Version| Filter |n-shot| Metric | |Value| |Stderr| |
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|-----|------:|----------------|-----:|-----------|---|----:|---|-----:| |
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|gsm8k| 3|flexible-extract| 5|exact_match|↑ |0.944|± |0.0146| |
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| | |strict-match | 5|exact_match|↑ |0.944|± |0.0146| |
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vllm (pretrained=/root/autodl-tmp/huihui-ai-phi-4-abliterated-W8A8,add_bos_token=true,max_model_len=2048,dtype=bfloat16), gen_kwargs: (None), limit: 500.0, num_fewshot: 5, batch_size: auto |
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|Tasks|Version| Filter |n-shot| Metric | |Value| |Stderr| |
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|-----|------:|----------------|-----:|-----------|---|----:|---|-----:| |
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|gsm8k| 3|flexible-extract| 5|exact_match|↑ |0.924|± |0.0119| |
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| | |strict-match | 5|exact_match|↑ |0.924|± |0.0119| |
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vllm (pretrained=/root/autodl-tmp/huihui-ai-phi-4-abliterated-W8A8,add_bos_token=true,max_model_len=800,dtype=bfloat16), gen_kwargs: (None), limit: 15.0, num_fewshot: None, batch_size: auto |
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| Groups |Version|Filter|n-shot|Metric| |Value | |Stderr| |
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|------------------|------:|------|------|------|---|-----:|---|-----:| |
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|mmlu | 2|none | |acc |↑ |0.7673|± |0.0136| |
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| - humanities | 2|none | |acc |↑ |0.8154|± |0.0256| |
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| - other | 2|none | |acc |↑ |0.7744|± |0.0285| |
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| - social sciences| 2|none | |acc |↑ |0.8278|± |0.0273| |
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| - stem | 2|none | |acc |↑ |0.6912|± |0.0263| |
