Meta Llama 3.1 70B Instruct FP8 dynamic Model Overview Model Architecture: Meta Llama 3.1 Input: Text Output: Text Model Optimizations: Weight quantization: FP8 Activation quantization: FP8 Intended Use Cases: Intended for commercial and research use in multiple languages. Similarly to Meta Llama 3.1 8B Instruct, this models is intended for assistant like chat. Out of scope: Use in any manner that violates applicable laws or regulations (including trade compliance laws). Use in languages other than English. Release Date: 7/23/2024 Version: 1.0 License(s): llama3.1 Model Developers: Neural Magic This model is a quantized version of Meta Llama 3.1 70B Instruct. 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. Meta Llama 3.1 70B Instruct FP8 dynamic achieves 101.6% recovery for the Arena Hard evaluation, 99.7% for OpenLLM v1 (using Meta's prompting when available), 100.0% for OpenLLM v2, 100.4% for HumanEval pass@1, and 100.3% for HumanEval+ pass@1. Model Optimizations This model was obtained by quantizing the weights and activations of Meta Llama 3.1 70B Inst…
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