Yohan Lee
Yohan Lee
  • Видео 12
  • Просмотров 2 385
Cross domain AI Playground
Dive into the future of AI with our latest project showcase! 🚀 In just 30 seconds, witness the seamless integration and deployment of a cutting-edge full-stack web application to the cloud. Our platform is not just versatile; it's a powerhouse of interoperability, connecting with a variety of Large Language Models (LLMs) across multiple environments including AWS, Azure, and on-premises setups.
What's on display?
- 🧠 GPT-3.5 Turbo and GPT-4 by OpenAI: Experience the unparalleled language processing capabilities.
- 🤖 Claude from Anthropic: Discover the thoughtful AI designed for safety and utility.
- 🎨 Dall-e-3: Get a glimpse of the future of AI-driven art and image creation.
- 🦙 Llama from Met...
Просмотров: 24

Видео

Llama3 with RAG and AI Agent Demo0:43Llama3 with RAG and AI Agent Demo
Llama3 with RAG and AI Agent Demo
Просмотров 474 часа назад
I am using "Llama-3 70B" to build an innovative company knowledge base bot: 1. Proprietary Data Enhancement: I fine-tuned the model with company-specific knowledge base data. 2. Innovative Retrieval Augmentation Q&A: The system understands and retrieves data based on meaning, not just keywords. 3. Integrated AI Agent: The bot can perform web searches, make API calls, scrape the web, run RAG and...
AI Powered Online Report Generator0:31AI Powered Online Report Generator
AI Powered Online Report Generator
Просмотров 584 месяца назад
Designed and developed an innovative AI-powered online report generator aimed at streamlining the process of creating students' annual report cards for teachers. The user-friendly web GUI enables teachers to effortlessly generate comprehensive reports by selecting relevant tick boxes. Leveraging generative AI technology, the system automates the report writing process, ensuring personalized and...
Langchain bug fix for Sagemaker Endpoint Streaming Async0:31Langchain bug fix for Sagemaker Endpoint Streaming Async
Langchain bug fix for Sagemaker Endpoint Streaming Async
Просмотров 1517 месяцев назад
Resolved Sagemaker Endpoint Streaming Async bug based on aws.amazon.com/blogs/machine-learning/elevating-the-generative-ai-experience-introducing-streaming-support-in-amazon-sagemaker-hosting/
Langchain bug fix for Sagemaker Endpoint Streaming0:14Langchain bug fix for Sagemaker Endpoint Streaming
Langchain bug fix for Sagemaker Endpoint Streaming
Просмотров 1137 месяцев назад
Resolved Sagemaker Endpoint Streaming bug based on aws.amazon.com/blogs/machine-learning/elevating-the-generative-ai-experience-introducing-streaming-support-in-amazon-sagemaker-hosting/
Llama2 with RAG and AI Agent Demo0:23Llama2 with RAG and AI Agent Demo
Llama2 with RAG and AI Agent Demo
Просмотров 1018 месяцев назад
I am using "Llama-2 70B" to build an innovative company knowledge base bot: 1. Proprietary Data Enhancement: I fine-tuned the model with company-specific knowledge base data. 2. Innovative Retrieval Augmentation Q&A: The system understands and retrieves data based on meaning, not just keywords. 3. Integrated AI Agent: The bot can perform web searches, make API calls, scrape the web, run RAG and...
Falcon7b Classification Demo0:31Falcon7b Classification Demo
Falcon7b Classification Demo
Просмотров 21811 месяцев назад
In this video, I show you how to use a powerful natural language processing (NLP) model called Falcon 7b to perform text classification tasks in real time. Falcon 7b is a large language model that can understand and generate natural language with high accuracy and fluency. I will use an AWS Sagemaker Inference Endpoint to deploy and run the model on the cloud, and demonstrate how it can classif...
CNN Demo0:21CNN Demo
CNN Demo
Просмотров 4711 месяцев назад
Check out my demo video of a web app that classifies new X-ray images and aids doctors in diagnosing Covid-19 infections in patients! Powered by the Convolutional Neural Network. Watch the video to see it in action! Portfolio: lyoh001.com/mlportfolio GitHub: github.com/lyoh001 Linkedin: www.linkedin.com/in/lyoh001
Falcon7b Demo0:26Falcon7b Demo
Falcon7b Demo
Просмотров 9111 месяцев назад
Watch as I demonstrate live large language model using a GPU powered notebook with Falcon 7b. See the power of AI in action. Portfolio: lyoh001.com/mlportfolio GitHub: github.com/lyoh001/DLFalcon Linkedin: www.linkedin.com/in/lyoh001
Stable Diffusion Demo0:25Stable Diffusion Demo
Stable Diffusion Demo
Просмотров 49111 месяцев назад
Watch as I demonstrate live text-to-image generation using a GPU powered notebook with Stable Diffusion from a prompt given by GPT-4. See the power of AI in action! Portfolio: lyoh001.com/mlportfolio GitHub: github.com/lyoh001 Linkedin: www.linkedin.com/in/lyoh001
LSTM Demo0:31LSTM Demo
LSTM Demo
Просмотров 12011 месяцев назад
Training an LSTM model in AWS Sagemaker to predict future cloud billing using TensorFlow, and showcasing its use case through a short demonstration in a web app. Portfolio: lyoh001.com/mlportfolio GitHub: github.com/lyoh001 Linkedin: www.linkedin.com/in/lyoh001
GPT2 Demo0:30GPT2 Demo
GPT2 Demo
Просмотров 94311 месяцев назад
Check out my demo video of a web app that generates text based on user input! Powered by the large language model GPT-2 and fine-tuned using PyTorch, my app is hosted with Azure Function and Static Webapps. Watch the video to see it in action! Portfolio: lyoh001.com/mlportfolio GitHub: github.com/lyoh001 Linkedin: www.linkedin.com/in/lyoh001

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