README.md

---
license: llama2
language:
- en
base_model:
- meta-llama/Llama-2-7b-chat-hf
pipeline_tag: text-generation
tags:
- amd
- meta
- facebook
- llama
- llama-2
- onnx
---

# meta-llama/Llama-2-7b-chat-hf
- ## Introduction
  This model was created using Quark Quantization, followed by OGA Model Builder, and finalized with post-processing for NPU deployment.
- ## Quantization Strategy
  - AWQ / Group 128 / Asymmetric / BF16 activations / UINT4 Weights
- ## Quick Start
  For quickstart, refer to npu-llm-artifacts_1.3.0.zip available in [RyzenAI-SW-EA](https://account.amd.com/en/member/ryzenai-sw-ea.html)

#### Evaluation scores
The perplexity measurement is run on the wikitext-2-raw-v1 (raw data) dataset provided by Hugging Face. Perplexity score measured for prompt length 2k is 7.15600.

#### License
Modifications copyright(c) 2024 Advanced Micro Devices,Inc. All rights reserved.

MIT License

Copyright (c) 2024 Advanced Micro Devices, Inc 

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.

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Text Generation
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arxiv:
2307.09288

License:
llama2
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LLAMA 2 COMMUNITY LICENSE AGREEMENT	
Llama 2 Version Release Date: July 18, 2023

"Agreement" means the terms and conditions for use, reproduction, distribution and 
modification of the Llama Materials set forth herein.

"Documentation" means the specifications, manuals and documentation 
accompanying Llama 2 distributed by Meta at ai.meta.com/resources/models-and-
libraries/llama-downloads/.

"Licensee" or "you" means you, or your employer or any other person or entity (if 
you are entering into this Agreement on such person or entity's behalf), of the age 
required under applicable laws, rules or regulations to provide legal consent and that 
has legal authority to bind your employer or such other person or entity if you are 
entering in this Agreement on their behalf.

"Llama 2" means the foundational large language models and software and 
algorithms, including machine-learning model code, trained model weights, 
inference-enabling code, training-enabling code, fine-tuning enabling code and other 
elements of the foregoing distributed by Meta at ai.meta.com/resources/models-and-
libraries/llama-downloads/.

"Llama Materials" means, collectively, Meta's proprietary Llama 2 and 
Documentation (and any portion thereof) made available under this Agreement.

"Meta" or "we" means Meta Platforms Ireland Limited (if you are located in or, if you 
are an entity, your principal place of business is in the EEA or Switzerland) and Meta 
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1. License Rights and Redistribution. 

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      b. Redistribution and Use.  

            i. If you distribute or make the Llama Materials, or any derivative works 
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            ii.  If you receive Llama Materials, or any derivative works thereof, from 
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            iii. You must retain in all copies of the Llama Materials that you 
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            v. You will not use the Llama Materials or any output or results of the 
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