Update README.md

README.md

@@ -1,32 +1,42 @@
 ---
-language:
-- zh
-- en
+license: apache-2.0
+base_model:
+- mistralai/Mistral-7B-Instruct-v0.1
 tags:
-- glm
-- chatglm
-- thudm
 - ryzenai-npu
-base_model: THUDM/chatglm3-6b
 ---
 
-# chatglm3-6b
+
+# Mistral-7B-Instruct-v0.1-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 6.97244.
 
+  - The average MMLU scores are astronomy - 52.63, philosophy - 63.02 and management - 69.9.
 
 #### 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
+copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+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.
+
 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