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@@ -32,7 +32,7 @@ base_model: meta-llama/Meta-Llama-3.1-70B-Instruct
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  - **License(s):** Llama3.1
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  - **Model Developers:** Neural Magic
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- Quantized version of [Meta-Llama-3.1-70B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3.1-70B-Instruct).
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  It was evaluated on a several tasks to assess the its quality in comparison to the unquatized model, including multiple-choice, math reasoning, and open-ended text generation.
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  Meta-Llama-3.1-70B-Instruct-quantized.w8a8 achieves 98.8% recovery for the Arena-Hard evaluation, 99.9% for OpenLLM v1 (using Meta's prompting when available), 100.0% for OpenLLM v2, 98.7% for HumanEval pass@1, and 98.9% for HumanEval+ pass@1.
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  - **License(s):** Llama3.1
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  - **Model Developers:** Neural Magic
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+ This model is a quantized version of [Meta-Llama-3.1-70B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3.1-70B-Instruct).
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  It was evaluated on a several tasks to assess the its quality in comparison to the unquatized model, including multiple-choice, math reasoning, and open-ended text generation.
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  Meta-Llama-3.1-70B-Instruct-quantized.w8a8 achieves 98.8% recovery for the Arena-Hard evaluation, 99.9% for OpenLLM v1 (using Meta's prompting when available), 100.0% for OpenLLM v2, 98.7% for HumanEval pass@1, and 98.9% for HumanEval+ pass@1.
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