---
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