edit readme of neuron

Author: gonsoomoon-ml

neuron/Readme.md

@@ -2,17 +2,28 @@
 
 AWS Neuron (Tranium, Tranium1, Inferentia, Inferentia2 ) 에 관련 링크, 튜토리얼, 가이드를 제공 합니다.
 
-Last updated: Feb 25, 2024
+Last updated: Mar 31, 2024
 
 ---
 
 
 # 1. Quick Links
-- AWS Neuron 공식 문서[AWS Neuron Documentation](https://awsdocs-neuron.readthedocs-hosted.com/en/latest/)
+## AWS Neuron
+- AWS Neuron 공식 문서: [AWS Neuron Documentation](https://awsdocs-neuron.readthedocs-hosted.com/en/latest/)
 - AWS Neuron 공식 Git Repo: [aws-neuron-samples](https://github.com/aws-neuron/aws-neuron-samples)
-- AWS Neuron Roadmap 으로서 완료, 진행 중인 기능 및 모델 확인: [AWS Neuron Roadmap](https://github.com/orgs/aws-neuron/projects/1)
+- Trainium 에서 지원 하는 모델 확인: [Training Samples/Tutorials](https://awsdocs-neuron.readthedocs-hosted.com/en/latest/general/models/training-trn1-samples.html#model-samples-training-trn1)
+- Inferentia2/Trainium 에서 지원 하는 모델 확인: [Inference Samples/Tutorials (Inf2/Trn1)
+](https://awsdocs-neuron.readthedocs-hosted.com/en/latest/general/models/inference-inf2-trn1-samples.html#model-samples-inference-inf2-trn1)
+- Inferentia 에서 지원 하는 모델 확인: [Inference Samples/Tutorials (Inf1)
+](https://awsdocs-neuron.readthedocs-hosted.com/en/latest/general/models/inference-inf1-samples.html#model-samples-inference-inf1)
+
+## Hugging Face Optimum Neuron
 - Hugging Face 로 쉽게 AWS Neuron 활용: [Hugging Face Optimum Neuron](https://huggingface.co/docs/optimum-neuron/index)
+-  Hugging Face Optimum Neuron 지원 아키텍처:  [지원 아키텍처](https://huggingface.co/docs/optimum-neuron/package_reference/supported_models)
 - Hugging Face Optimum Neuron Git Repo: [Optimum-neuron git](https://github.com/huggingface/optimum-neuron.git)
+
+## vLLM
+- [Installation with Neuron](https://docs.vllm.ai/en/latest/getting_started/neuron-installation.html)
 
 <p>
 
@@ -26,7 +37,8 @@ Last updated: Feb 25, 2024
 - (Feb 2024) [AWS Inferentia 기반 위에 llama-2-13B 이용하여 챗봇 데모](hf-optimum/01-Chatbot-Llama-2-13B-Inf2/README.md)
 - (Feb 2024) [AWS Tranium 기반 위에 llama-2-7B 및 Dolly Dataset 으로 파인 튜닝](hf-optimum/02-Fine-tune-Llama-7B-Trn1/README.md)
 
-
+## 2.3. vLLM on Inferentia/Trainium 
+- (Mar 2024) [vLLM 으로 Inferentia2 (inf2.48xlarge)에서 배치성 추론 하기](vLLM/01-offline_inference_neuron.ipynb)
 
 # 3. 관련 블로그
 - [주요 블로그 보기](blog/Readme.md)