Update README.md

README.md

@@ -1,40 +1,172 @@
 ---
+license: llama2
 language:
-- zh
 - en
+pipeline_tag: text-generation
 tags:
-- glm
-- chatglm
-- thudm
-- ryzenai-npu
-base_model: THUDM/chatglm3-6b
+- llama
+- llama2
+- amd
+- meta
+- facebook
+- onnx
+base_model:
+- meta-llama/Llama-2-7b-hf
 ---
 
-# chatglm3-6b
+# Llama-2-7b-hf-onnx-ryzenai-npu
 - ## 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
-    
+  - AWQ / Group 128 / Asymmetric / BFP16 activations / UINT4 Weights
 - ## Quick Start
-For quickstart, refer to [Ryzen AI doucmentation](https://ryzenai.docs.amd.com/en/latest/npu_oga.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 29.81679.
+  For quickstart, refer to [Ryzen AI documentation](https://ryzenai.docs.amd.com/en/latest/npu_oga.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 5.6616.
 
+  - The average MMLU scores are astronomy - 44.08, philosophy - 57.23 and management - 61.17.
 
 #### License
 Modifications copyright(c) 2024 Advanced Micro Devices,Inc. All rights reserved.
 
-Licensed under the Apache License, Version 2.0 (the "License");
-you may not use this file except in compliance with the License.
-You may obtain a copy of the License at
+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
+copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
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+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.
+
+LLAMA 2 COMMUNITY LICENSE AGREEMENT	
+Llama 2 Version Release Date: July 18, 2023
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