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--- |
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license: other |
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license_name: nvidia-open-model-license |
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license_link: >- |
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https://developer.download.nvidia.com/licenses/nvidia-open-model-license-agreement-june-2024.pdf |
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tags: |
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- fp8 |
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- vllm |
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base_model: nvidia/Minitron-8B-Base |
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--- |
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# Minitron-8B-Base-FP8 |
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FP8 quantized checkpoint of [nvidia/Minitron-8B-Base](https://huggingface.co/nvidia/Minitron-4B-Base) for use with vLLM. |
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## Evaluations |
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This quantized model: |
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``` |
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lm_eval --model vllm --model_args pretrained=Minitron-8B-Base-FP8 --tasks gsm8k --num_fewshot 5 --batch_size auto |
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vllm (pretrained=Minitron-8B-Base-FP8), gen_kwargs: (None), limit: None, 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|↑ |0.5019|± |0.0138| |
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| | |strict-match | 5|exact_match|↑ |0.4989|± |0.0138| |
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``` |
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Baseline: |
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``` |
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lm_eval --model vllm --model_args pretrained=nvidia/Minitron-8B-Base --tasks gsm8k --num_fewshot 5 --batch_size auto |
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vllm (pretrained=nvidia/Minitron-8B-Base), gen_kwargs: (None), limit: None, 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|↑ |0.5080|± |0.0138| |
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| | |strict-match | 5|exact_match|↑ |0.5064|± |0.0138| |
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``` |
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The [original paper](https://arxiv.org/pdf/2407.14679) evals: |
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