Pinned Repositories
3-node-HA-OpenStack-Cluster-Installation
The folder contains needed utlilities to stand up a 3-node HA OpenStack based on Havana release
Containerize-Big-Data-Pipeline-with-Kafka-Spark-and-Cassandra
A frugal reference architecture for big data pipeline based on Dockerized Kafka, Spark and Cassandra along with Mesos orchestration framework.
Containerize-Multiprocessing-Message-Bus-for-High-Volume-IoT-Data-Ingestion
CVWorkshop17
For CV workshop #17
distributed-training
Docker-Marathon
Complete reference architecture for deploying Docker containers using Marathon framework on Mesos. Samples to initiate a multi-node Cassandra cluster are included as well as to add additional node to the cluster.
Dockerize-Analytical-Applications-Based-on-R-Shiny-Framework
immersion_day_labs
Hands-on labs for SageMaker
Integrating-Docker-with-OpenStack-With-OpenContrail-For-SDN
Describe architecture design and deployment method of integrating Docker with OpenStack and OpenContrail.
mmrag
Multi-modal Assistant With Advanced RAG And Amazon Bedrock Claude 3
alfredcs's Repositories
alfredcs/mmrag
Multi-modal Assistant With Advanced RAG And Amazon Bedrock Claude 3
alfredcs/distributed-training
alfredcs/CVWorkshop17
For CV workshop #17
alfredcs/immersion_day_labs
Hands-on labs for SageMaker
alfredcs/onlineStyling
The implementation of generative AI-assisted fashion online styling using text prompt.
alfredcs/advanced-ml-training-inference
Advanced methods of ML model training and inference
alfredcs/crawler
Using Scrapy along with Splash and spider to crawl a web site w/ javascript
alfredcs/agentic_orchestration
Reasoning Orchestration Workshop using Amazon Bedrock, KnowledgeBase, and Langchain
alfredcs/alpaca_lora_4bit
alfredcs/amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
alfredcs/anthropic-retrieval-demo
Lightweight demo using the Anthropic Python SDK to experiment with Claude's Search and Retrieval capabilities over a variety of knowledge bases (Elasticsearch, vector databases, web search, and Wikipedia).
alfredcs/Awesome-Chinese-NLP
A curated list of resources for Chinese NLP 中文自然语言处理相关资料
alfredcs/AWSabs
AWS awesome builds to AI/ML enabled use cases
alfredcs/BabyAGI_Bedrock
To implement BabyAGI with Amazon Bedrock
alfredcs/cavatar
Multimodality code samples
alfredcs/dialogue-guided-x
Multi-modal RAG based generative AI
alfredcs/FastChat
The release repo for "Vicuna: An Open Chatbot Impressing GPT-4"
alfredcs/file-uploader
alfredcs/JARVIS
JARVIS, a system to connect LLMs with ML community
alfredcs/la-summit-2024
Code samples for the event
alfredcs/llama
Inference code for LLaMA models
alfredcs/MLOps
Code repo for MLOps projects
alfredcs/mm-cot
Official implementation for "Multimodal Chain-of-Thought Reasoning in Language Models" (stay tuned and more will be updated)
alfredcs/mmrag-la
Prepare for AWS LA Summit
alfredcs/nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
alfredcs/radaide
Radiology assistance
alfredcs/sagemaker-training-methods
List of Sagemaker supported training methods with sample codes for Immersion Day
alfredcs/SM-featurestore-training
ML model build with SageMaker Training and Feature Store
alfredcs/SM_Pipeline_Demo
Codes to run a demo on SageMaker Pipeline
alfredcs/text-generation-webui
A gradio web UI for running Large Language Models like LLaMA, llama.cpp, GPT-J, Pythia, OPT, and GALACTICA.