Readme update

README.md

@@ -1,46 +1,36 @@
----
-base_model:
-- mistralai/Mistral-7B-Instruct-v0.1
----
-
-
-Quark 0.6.0
-
-```
-python3 quantize_quark.py
-   --model_dir "meta-llama/Llama-2-7b-chat-hf"
-   --output_dir <quantized safetensor output dir>
-   --quant_scheme w_uint4_per_group_asym
-   --num_calib_data 128
-   --quant_algo awq
-   --dataset pileval_for_awq_benchmark
-   --seq_len 512
-   --model_export quark_safetensors
-   --data_type float16
-   --exclude_layers []
-   --custom_mode awq
-```
-
-Model Builder v0.5.1
-
-```
-cd onnxruntime-genai/src/python/py/models
-
-python builder.py \
-   -i <quantized safetensor model dir> \
-   -o <oga model output dir> \
-   -p int4 \
-   -e dml
-```
-
-Hybrid Package: https://gitenterprise.xilinx.com/VitisAI/hybrid-llm/actions/runs/643176
-
-Performance
--
-
-HP OmniBook Ultra Laptop 14-fd0xxx
-
-AMD Ryzen AI 9 365 w/ Radeon 880M (Performance Mode)
-
-
-![image/png](https://cdn-uploads.huggingface.co/production/uploads/65ff7616871b36bf84150cda/hkHF25WNdzsZQtC0S2HH3.png)
+---
+license: apache-2.0
+base_model: 
+  - mistralai/Mistral-7B-Instruct-v0.1
+---
+
+# amd/Mistral-7B-Instruct-v0.1-hybrid
+- ## Introduction
+  This model was prepared using the AMD Quark Quantization tool, followed by necessary post-processing.    
+
+- ## Quantization Strategy
+  - AWQ / Group 128 / Asymmetric / UINT4 Weights / FP16 activations
+  - Excluded Layers: None
+- 
+- ## Quick Start
+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 7.063.
+
+#### 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.