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---
title: README
emoji: 📉
colorFrom: blue
colorTo: red
sdk: docker
pinned: false
---
```
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Java Intelligent Rack System with PyTorch models with ML script and chatbots
JiRack LLM by CMS Manhattan with Models open source code
Web services with OnnxRuntime Launch Inference images with Open AI and Ollama REST AP support in docker hub.
OnnxRuntime suppots to run models on many GPU cards and Data Centers
Docker repo : https://hub.docker.com/u/cmsmanhattan
I proud of JiRack GPT-5 class with SWA, RoPE Scaling, SwiGLU !!!
Enjoy.
```
- Deployment kit on Docker or Kubernetes with API Gateway and Service Discovery by Microservice Architecture
https://www.youtube.com/watch?v=M4Q8_Dr35Cc
- Deployment script for RAG System: https://bitbucket.org/cmsmanhattan/rag
# Trademark infomation : https://uspto.report/TM/90579072
- SERIAL NUMBER 90579072
## MARK INFORMATION
- MARK CMS Manhattan
- OWNER OF MARK Center Business Solutions inc
- DBA/AKA/TA/Formerly DBA CMS Manhattan
- MAILING ADDRESS 33 Mitchell ave
- CITY Plainview
- STATE
(Required for U.S. applicants) New York
- COUNTRY/REGION/JURISDICTION/U.S. TERRITORY United States
- ZIP/POSTAL CODE (Required for U.S. and certain international addresses) 11803
- PHONE 516-777-0945
- Demo JiRack LLM and CMS Manhattan RAG System
- https://www.youtube.com/watch?v=M4Q8_Dr35Cc
- Download RAG Systen
- git clone https://grabko1@bitbucket.org/cmsmanhattan/rag.git
- https://bitbucket.org/cmsmanhattan/rag
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