Update README.md

README.md

@@ -11,4 +11,21 @@ tags:
 - code
 - onnx
 - amd
----
+---
+
+# microsoft/Phi-3-mini-4k-instruct
+- ## Introduction
+  This model was created by applying [Quark](https://quark.docs.amd.com/latest/index.html) with calibration samples from Pile dataset, and applying [onnxruntime-genai model builder](https://github.com/microsoft/onnxruntime-genai/tree/main/src/python/py/models) to convert to ONNX.
+- ## Quantization Strategy
+  - ***Quantized Layers***: TBD
+  - ***Weight***: TBD
+- ## Quick Start
+For quickstart, refer to AMD [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 6.988726.
+
+#### License
+Modifications copyright(c) 2024 Advanced Micro Devices,Inc. All rights reserved.
+
+license: mit