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base_model: |
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- unsloth/Mistral-Nemo-Instruct-2407 |
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Note: This model is no longer the optimal W8A8 quantization, please consider using a better quantization model I made later: |
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noneUsername/Mistral-Nemo-Instruct-2407-abliterated-W8A8-Dynamic-Per-Token |
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vllm (pretrained=/root/autodl-tmp/Mistral-Nemo-Instruct-2407,add_bos_token=true,tensor_parallel_size=2,max_model_len=4096,gpu_memory_utilization=0.85,swap_space=0), 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|↑ |0.800|± |0.0253| |
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| | |strict-match | 5|exact_match|↑ |0.784|± |0.0261| |
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vllm (pretrained=/root/autodl-tmp/output,add_bos_token=true,tensor_parallel_size=2,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|↑ |0.792|± |0.0257| |
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| | |strict-match | 5|exact_match|↑ |0.776|± |0.0264| |
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I found some rules about quantization parameters and achieved better results. |
