Stable Diffusion Prompt Tutorial
Explore OpenArt's prompt book for Stable Diffusion, covering format, modifiers, magic words, and parameters to enhance AI image generation skills.
MicroPython & WiFi
Connect MicroPython devices to WiFi and explore the OSI model layers. Learn about MAC/IP addresses, packets, and implement a Weatherbot using NodeMCU and MQTT.
AI Art Explained - How AI Generates Images
Explore the inner workings of AI image generation models like Stable Diffusion, including their components, training process, and how they transform text prompts into stunning visuals.
Diffusion Models - PyTorch Implementation
Learn to implement and train diffusion models in PyTorch, covering unconditional and conditional versions, classifier-free guidance, and exponential moving average. Gain hands-on experience with state-of-the-art generative AI techniques.
Stable Diffusion
Explore latent diffusion models for AI image generation, including unconditional generation and super-resolution techniques.
First Time Setup for Stable Diffusion Text2Image With the Deforum Notebook - A Guide for Beginners
Comprehensive guide for beginners on setting up Stable Diffusion Text2Image with Deforum 0.7 Notebook, covering weights, prompts, and advanced techniques for AI image generation.
Stable Diffusion - How to Train LoRA for Style - LoRA Part 1
Learn to train LoRA for Stable Diffusion, covering dataset preparation, captioning, GUI usage, and testing. Explore both local and Google Colab methods for creating flexible style and character LoRAs.
Stable Diffusion Installation Guide 2024 - ControlNet and AI Animations on Your PC
Install Stable Diffusion for AI animations on your PC. Set up GitHub and Hugging Face accounts, download necessary software, and learn to render AI animations. Avoid common issues and integrate tools for efficient workflow.
Dreambooth - Stable Diffusion for Custom Images
Explore stable diffusion techniques for creating custom images using Dreambooth. Learn color manipulation, texture enhancement, and image blending to transform ordinary photos into extraordinary art.
How I Combined 3 Powerful AI Models to Automate Image Editing
Explore AI-driven image processing using Grounding DINO, SAM, and Stable Diffusion. Learn to detect, segment, and generate new images with step-by-step guidance on model integration and custom prompts.
Fine-Tuning Large Language Models at Scale - Workday's Approach
Dive into Workday's innovative approach to fine-tuning LLMs securely in a multi-tenant environment, addressing GPU scarcity and data access controls using PEFT techniques and KubeRay's autoscaling capabilities.
Scaling Inference Deployments with NVIDIA Triton Inference Server and Ray Serve
Explore the integration of Ray Serve and NVIDIA Triton Inference Server for enhanced ML model performance and scalability. Learn to optimize inference deployments using advanced tools and a new Python API.
Making Stunning AI Anime Animation on Local Stable Diffusion with Deforum and Anything
Learn to create stunning AI anime animations using Stable Diffusion, Deforum, and Anything. Master local installation, configuration, and rendering techniques for unique, high-quality anime-style animations.
Ultimate RunPod Tutorial for Stable Diffusion - Data Transfers, Extensions, CivitAI
Comprehensive guide to using RunPod for Stable Diffusion, covering setup, deployment, file transfers, extensions, and advanced techniques like DreamBooth and ControlNet.
Stable Diffusion and Rhino Grasshopper Workshop - Text-to-Image to 3D - Image Processing - Data Visualization
Explore image processing, data visualization, and 3D modeling using Stable Diffusion and Rhino Grasshopper. Learn to create, manipulate, and visualize data-driven images and 3D forms.
How to Fuel Your Creativity with AI Tools - Diffusion Models for Divergence and Convergence in Design
Explore AI-powered creativity using Midjourney for divergent and convergent design thinking. Learn to integrate AI tools into your artistic process and enhance visual creativity through practical examples and expert insights.
Streamlining AI Workflows with Apache Airflow and Ray
Discover how to build a unified AI infrastructure by integrating Apache Airflow and Ray for seamless orchestration of data processing, model training, and inference workflows, including LLM fine-tuning and LoRA deployments.
LoRA - Low Rank Adaptation for Parameter Efficient Fine-Tuning
Dive into parameter-efficient fine-tuning with LoRA, exploring low-rank matrices, adapters, and techniques to optimize neural network storage and performance while maintaining accuracy.
Shuhe Accelerates AI Model Service Deployment with Knative
数禾利用Knative加速AI模型部署，实现资源节省60%，部署周期缩短50%。探讨Knative扩展、Stable Diffusion部署及AI服务最佳实践。
MLOps: Optimización PEFT para Resumen de Diálogos con Flan-T5 (LoRA) - Español
Aprende a optimizar modelos Flan-T5 con PEFT (Lora) para resumir diálogos eficientemente, incluyendo técnicas de prompt tuning y evaluación de resultados.
Differentially Private Synthetic Data Generation via Foundation Model APIs
Explore generating high-quality differentially private synthetic data using foundation model APIs, overcoming challenges and achieving state-of-the-art results without accessing model weights.