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base_model: |
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- TouchNight/Ministral-8B-Instruct-2410-HF |
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It is worth noting that compared with the prince-canuma version, this version is smaller in size after quantization and its accuracy is also improved by one percentage point. |
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In my ERP testing, this model did perform better. |
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vllm (pretrained=/root/autodl-tmp/Ministral-8B-Instruct-2410-HF,add_bos_token=true,tensor_parallel_size=2,max_model_len=2048,dtype=float16), 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|↑ |0.820|± |0.0243| |
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| | |strict-match | 5|exact_match|↑ |0.816|± |0.0246| |
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vllm (pretrained=/root/autodl-tmp/Ministral-8B-Instruct-2410-HF,add_bos_token=true,tensor_parallel_size=2,max_model_len=2048,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|↑ |0.804|± |0.0252| |
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| | |strict-match | 5|exact_match|↑ |0.804|± |0.0252| |
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vllm (pretrained=/root/autodl-tmp/Ministral-8B-Instruct-2410-HF,add_bos_token=true,tensor_parallel_size=2,max_model_len=2048,dtype=float32), 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|↑ |0.820|± |0.0243| |
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| | |strict-match | 5|exact_match|↑ |0.816|± |0.0246| |
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vllm (pretrained=/root/autodl-tmp/output,add_bos_token=true,tensor_parallel_size=2,max_model_len=2048,dtype=float16), 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|↑ |0.816|± |0.0246| |
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| | |strict-match | 5|exact_match|↑ |0.812|± |0.0248| |
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vllm (pretrained=/root/autodl-tmp/output,add_bos_token=true,tensor_parallel_size=2,max_model_len=2048,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|↑ |0.796|± |0.0255| |
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| | |strict-match | 5|exact_match|↑ |0.792|± |0.0257| |
