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@@ -13,9 +13,9 @@ base_model:
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  - **Preferred Operating System(s):** Linux
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  - **Inference Engine:** [vLLM](https://docs.vllm.ai/en/latest/)
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  - **Model Optimizer:** [AMD-Quark](https://quark.docs.amd.com/latest/index.html)
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- - **Weight quantization:** OCP MXFP4
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- - **Activation quantization:** OCP MXFP4
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- - **KV cache quantization:** OCP FP8
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  - **Calibration Dataset:** [Pile](https://huggingface.co/datasets/mit-han-lab/pile-val-backup)
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  The model is the quantized version of the Meta-Llama 3.1-405B-Instruct model, which is an auto-regressive language model that uses an optimized transformer architecture. For more information, please check [here](https://huggingface.co/meta-llama/Llama-3.1-405B-Instruct). The MXFP4 model is quantized with [AMD-Quark](https://quark.docs.amd.com/latest/index.html).
 
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  - **Preferred Operating System(s):** Linux
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  - **Inference Engine:** [vLLM](https://docs.vllm.ai/en/latest/)
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  - **Model Optimizer:** [AMD-Quark](https://quark.docs.amd.com/latest/index.html)
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+ - **Weight quantization:** OCP MXFP4
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+ - **Activation quantization:** OCP MXFP4
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+ - **KV cache quantization:** OCP FP8
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  - **Calibration Dataset:** [Pile](https://huggingface.co/datasets/mit-han-lab/pile-val-backup)
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  The model is the quantized version of the Meta-Llama 3.1-405B-Instruct model, which is an auto-regressive language model that uses an optimized transformer architecture. For more information, please check [here](https://huggingface.co/meta-llama/Llama-3.1-405B-Instruct). The MXFP4 model is quantized with [AMD-Quark](https://quark.docs.amd.com/latest/index.html).