Meta Llama 3.1 70B Instruct quantized.w8a8 Model Overview Model Architecture: LlamaForCausalLM Input: Text Output: Text Model Optimizations: Activation quantization: INT8 Weight quantization: INT8 Intended Use Cases: Intended for commercial and research use multiple languages. Similarly to Meta Llama 3.1 70B 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). Release Date: 7/29/2024 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 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. Model Optimizations This model was obtained by quantizing the weights of Meta Llama 3.1 70B Instruct to INT8 data type. This optimization reduce…
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