Update README.md

README.md

@@ -18,4 +18,21 @@ tags:
 - meta
 - llama-3
 - llama
----
+---
+
+# meta-llama/Llama-3.1-8B
+- ## 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 6.861743.
+
+#### License
+Modifications copyright(c) 2024 Advanced Micro Devices,Inc. All rights reserved.
+
+license: llama3.1