- Видео 21
- Просмотров 1 858
Nouman Khan on AI
Добавлен 26 авг 2023
Dynamic Data Extraction Tool | AI Data Parser with Ollama's Llama3 Models
Discover the AI Data Parser, a powerful CLI tool designed for extracting structured data from text, images, and bulk files. This project uses Ollama’s advanced language models (llama3.2:3b and llama3.2:11b vision) to provide highly accurate data parsing.
In this video, you’ll learn:
How to set up the tool on your system.
Basic and advanced usage for parsing text, images, and bulk files.
How to define custom filters for unstructured data.
A walkthrough of sample outputs and features.
🔗 GitHub Repository : github.com/iammuhammadnoumankhan/AI-DataParser
💡 Perfect for developers, researchers, and AI enthusiasts!
In this video, you’ll learn:
How to set up the tool on your system.
Basic and advanced usage for parsing text, images, and bulk files.
How to define custom filters for unstructured data.
A walkthrough of sample outputs and features.
🔗 GitHub Repository : github.com/iammuhammadnoumankhan/AI-DataParser
💡 Perfect for developers, researchers, and AI enthusiasts!
Просмотров: 109
Видео
Nouva: Your Local AI Assistant with Privacy-Focused Multi-Agent Swarm Framework
Просмотров 26214 дней назад
Discover Nouva, the Local AI Assistant that redefines productivity and data privacy by using local models via Ollama. Powered by the OpenAI SWARM multi-agent framework, Nouva features a swarm of specialized agents like arxiv_agent, duckduckgo_agent, python_repl_agent, stockprice_agent, and weather_agent to handle research, coding, stock monitoring, and more. Its modular architecture allows seam...
How to Build a 5-Node OpenMPI Cluster | Complete HPC Setup Tutorial 2024
Просмотров 10321 день назад
Learn how to build a professional High-Performance Computing (HPC) cluster using OpenMPI across 5 nodes! This comprehensive tutorial guides you through every step of setting up a multi-node OpenMPI cluster for parallel computing. What you'll learn: ✅ Complete cluster architecture setup ✅ Network configuration ✅ SSH key-based authentication ✅ NFS shared storage setup ✅ OpenMPI installation and c...
Introduction to Parallel and Distributed AI Training: TensorFlow & Ray Hands-On Guide!
Просмотров 4521 день назад
Discover the power of distributed AI training and learn how to leverage TensorFlow Mirrored Strategy and the Ray library to scale your deep learning models across multiple GPUs and nodes! 🚀 In this comprehensive video, we’ll: 1. Break down key concepts: Data Parallelism, Model Parallelism, and Pipeline Parallelism. 2. Explore single-node and multi-node setups for distributed training. 3. Walk t...
Building Nouva: Setting Up a Basic Personal Assistant | Building Nouva Series #1
Просмотров 803 месяца назад
Welcome to the first episode of our exciting series, "Building Nouva: From Scratch to Super AI!" In this video, we’ll dive into creating Nouva, your local personal assistant designed to streamline everyday tasks and enhance your productivity. In this Episode, You Will Learn: Introduction to Nouva: What is Nouva and its potential functionalities? Setting Up the Development Environment: Step-by-s...
Fine-tune Stable Diffusion on your dataset | text-to-image Finetuning
Просмотров 3283 месяца назад
This video demonstrate, how to fine tune a text to image model on custom data. It covers everything from data for-mating to model inference. github: github.com/huggingface/diffusers/tree/main hf-blog: huggingface.co/docs/diffusers/v0.13.0/en/training/text2image
EmoLLMs: Emotional Large Language Models
Просмотров 543 месяца назад
In this video, I walk through EmoLLMs, a series of models designed for affective analysis. These models can help with tasks like emotion classification, sentiment analysis, and emotion intensity prediction. I'll also cover how you can use these models in your projects, using the Hugging Face library. Check out the tools, examples, and ethical considerations when working with emotional data. Let...
Infinite Dataset Generation | Synthetic Data
Просмотров 204 месяца назад
Discover the power of infinite dataset generation with Hugging Face Hub! In this video, we explore a groundbreaking tool that allows you to create custom datasets on any topic or niche you need. Learn how to leverage this innovative space by Quentin Lhoest, Open Source & Machine Learning Engineer at Hugging Face, to generate synthetic data for your machine learning projects. Whether you're a da...
vLLM: AI Server with Higher Throughput
Просмотров 3134 месяца назад
In this video, we explore the powerful vLLM library, your go-to solution for hosting large language models (LLMs) efficiently and cost-effectively. Whether you're curious about why vLLM stands out for GPU-based LLM serving or how it stacks up against alternatives like LlamaFile and Ollama, this guide has you covered. What You'll Learn: 1. Why Choose vLLM? Uncover the advantages of using vLLM fo...
Gemma 2: Smaller, Safer AI Models Revolutionizing Responsible AI Development
Просмотров 344 месяца назад
Discover how Google's latest Gemma 2 models are pushing the boundaries of responsible AI development. In this video, we explore the groundbreaking Gemma 2 2B model, offering exceptional performance in a compact size that can run on various devices. Learn about ShieldGemma, a suite of safety classifiers designed to detect and mitigate harmful content, and Gemma Scope, a new tool for unprecedente...
Fast and Efficient Image Captioning Dataset Creation for Stable Diffusion Finetuning
Просмотров 795 месяцев назад
In this video, I walk you through the process of creating an image captioning dataset that can be used for Stable Diffusion finetuning. Whether you're a beginner or an experienced AI enthusiast, this guide will help you understand how to efficiently scrape images and use the SalesForce image captioning model to generate accurate captions for your dataset. What you'll learn: Using the SalesForce...
Generating Synthetic Data from Nothing | Magpie | LLM | Ollama
Просмотров 1195 месяцев назад
Join us in this exciting video where we reveal how Magpie is transforming AI projects by generating synthetic data from scratch! Using advanced large language models, Magpie creates high-quality data effortlessly, with no instructions required. Watch as we guide you step-by-step through this groundbreaking process. 🌟 Magpie: Redefining Synthetic Data Generation Discover: Why synthetic data is c...
Running Jupyter Notebooks without Anaconda: Installation & Virtual Environment Setup
Просмотров 446 месяцев назад
In this tutorial, we dive deep into the world of Jupyter Notebooks, showing you how to set up and run them independently of the Anaconda distribution. Whether you're looking to streamline your development workflow or prefer not to install Anaconda for any reason, this guide has got you covered. 🔹 What You'll Learn: How to install Jupyter Notebook using pip, Python's package installer. The proce...
How to use Groq API in Python | Fastest AI inference
Просмотров 1636 месяцев назад
In this video, we dive deep into using the GROQ API within Python environments. Whether you're a seasoned developer looking to enhance your backend capabilities or a beginner curious about integrating advanced querying techniques into your projects, this tutorial has something for everyone. We'll guide you through setting up your Python environment, connecting to the GROQ API, crafting sophisti...
Unlocking the Power: Overview of Artificial Intelligence Revealed! 🚀
Просмотров 20Год назад
Unlocking the Power: Overview of Artificial Intelligence Revealed! 🚀
Mastering the Basics of Regular Expressions: An Overview | Regex
Просмотров 12Год назад
Mastering the Basics of Regular Expressions: An Overview | Regex
This is pretty clean, I was doing research AI Agents, and found this 5-STAR video, Great efforts, Keep making more tutorials on this topic.🎉🎉🎉
That's nice
Great 🎉
Can I get your contact info?
www.linkedin.com/in/muhammad-nouman-khan-248530233
🎉
Finally a handy tutorial 🎉
Great Video @Nouman Khan, is it possible can you make a video for multi-node inference?
Thanks for your suggestion! Multi-node inference sounds like an interesting topic, and I'll definitely consider making a video on it in the future!
Promo-SM ✨
Take a start