Update README.md

README.md

@@ -1,40 +1,48 @@
 ---
+license: mit
 language:
-- zh
 - en
+- fr
+base_model:
+- microsoft/Phi-4-mini-instruct
+pipeline_tag: text-generation
 tags:
-- glm
-- chatglm
-- thudm
-- ryzenai-npu
-base_model: THUDM/chatglm3-6b
+- nlp
+- code
+- onnx
+- amd
+- ryzenai-hybrid
 ---
-
-# chatglm3-6b
+# microsoft/Phi-4-mini-instruct
 - ## Introduction
-  This model was created using Quark Quantization, followed by OGA Model Builder, and finalized with post-processing for NPU deployment.
+  This model was prepared using the AMD Quark Quantization tool, followed by necessary post-processing.    
+
 - ## Quantization Strategy
-  - AWQ / Group 128 / Asymmetric / BF16 activations / UINT4 weights
-    
+  - GPTQ / Group size per layer lm_head 32 / Asymmetric / UINT4 Weights / BFP16 activations
+  - Excluded Layers: None
+ 
 - ## Quick Start
-For quickstart, refer to [Ryzen AI doucmentation](https://ryzenai.docs.amd.com/en/latest/npu_oga.html)
+For quickstart, refer to [Ryzen AI doucmentation](https://ryzenai.docs.amd.com/en/latest/hybrid_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.
-
-
+The MMLU scores are, astronomy: 67.76, philosophy: 69.45, and management: 72.82
 
 #### 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:
+The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
 
-    http://www.apache.org/licenses/LICENSE-2.0
+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.
 
-Unless required by applicable law or agreed to in writing, software
-distributed under the License is distributed on an "AS IS" BASIS,
-WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-See the License for the specific language governing permissions and
-limitations under the License.
+license: MIT license