RunPod Courses and Certifications

Trelis Research

Running Llama 2 with Extended Context Length - Up to 32k Tokens

Scale Llama 2 to 32k tokens using Code Llama. Learn techniques for extending context length, including Flash attention, BetterTransformer, and GPTQ quantization. Explore implementation on various platforms.

• YouTube
• 22 minutes
• On-Demand
• Free Video

Software Engineering Courses - SE Courses

Blazing Fast and Ultra Cheap FLUX LoRA Training on Cloud Compute - No GPU Required

Master FLUX LoRA training on cloud platforms: optimize speed, quality, and cost. Learn multi-GPU setups, efficient model management, and integration with popular AI tools for advanced image generation.

• YouTube
• 1 hour 25 minutes
• On-Demand
• Free Video

AI Tutorials with Kris Kashtanova

How to Train Stable Diffusion on Your Photos on a Remote GPU - Using RunPod and Dreambooth

Learn to train Stable Diffusion on personal photos using RunPod and Dreambooth, covering setup, image preparation, and troubleshooting for custom AI-generated art.

• YouTube
• 48 minutes
• On-Demand
• Free Video

Data Centric

Building a Custom AI Agent with Llama 3 70B and Runpod - Compatible with Hugging Face LLMs

Develop a custom AI agent using Llama 3 70b on Runpod with vLLM. Learn deployment, memory management, and integration techniques for scalable AI projects.

• YouTube
• 24 minutes
• On-Demand
• Free Video

Data Centric

Host Your Own Llama 3 Chatbot in 10 Minutes with Runpod and vLLM - Lecture 3

Deploy a Llama 3 chatbot in minutes using Runpod GPUs, vLLM's inference server, and Chainlit. Learn efficient hosting and assembly of a lightweight, responsive chatbot without heavy frameworks.

• YouTube
• 20 minutes
• On-Demand
• Free Video

Software Engineering Courses - SE Courses

FLUX Fine-Tuning and DreamBooth Training Tutorial - Windows, RunPod, and Massed Compute

Master comprehensive FLUX model fine-tuning and DreamBooth training across Windows, RunPod, and Massed Compute platforms using Kohya GUI for creating high-quality AI-generated images.

• YouTube
• 2 hours 49 minutes
• On-Demand
• Free Video

Reallusion

LoRA Training - Batch Render CC Characters in iClone and Train with FluxGym on RunPod

Master LoRA training techniques to create consistent AI characters using iClone batch rendering and FluxGym on RunPod for enhanced realism and character design workflows.

• YouTube
• 1 hour 40 minutes
• On-Demand
• Free Video

Software Engineering Courses - SE Courses

Invoke AI Installation and Usage Tutorial for Windows, RunPod, and Massed Compute

Install and run Invoke AI on Windows, RunPod, and Massed Compute. Learn to set up models, generate images, and utilize cloud services for AI image creation.

• YouTube
• 13 minutes
• On-Demand
• Free Video

Software Engineering Courses - SE Courses

Using Mochi 1 Open Source Video Generation Model - Windows, RunPod, and Cloud Setup Guide

Master the implementation of Mochi 1 video generation model across Windows PC, RunPod, and Massed Compute platforms. Learn installation, configuration, and optimization techniques for efficient AI video creation.

• YouTube
• 19 minutes
• On-Demand
• Free Video

Software Engineering Courses - SE Courses

How to Do SDXL LoRA Training on RunPod with Kohya SS GUI Trainer and Use LoRAs with Automatic1111 UI

Learn to train SDXL LoRAs on RunPod using Kohya SS GUI and utilize them with Automatic1111 UI. Covers setup, configuration, model training, and image generation techniques for cloud-based Stable Diffusion workflows.

• YouTube
• 34 minutes
• On-Demand
• Free Video

Software Engineering Courses - SE Courses

ComfyUI Master Tutorial - Stable Diffusion XL - Install on PC, Google Colab and RunPod

Comprehensive guide on installing and using ComfyUI with SDXL on various platforms. Learn advanced Stable Diffusion techniques, including inpainting, LoRAs, and workflow optimization.

• YouTube
• 48 minutes
• On-Demand
• Free Video

Data Science Dojo

Fine-Tuning Llama 2 on RunPod

Hands-on masterclass on fine-tuning Llama-2 models for specific applications, covering techniques, best practices, and evaluation methods to optimize AI performance and enhance privacy.

• YouTube
• 49 minutes
• On-Demand
• Free Video

Software Engineering Courses - SE Courses

LivePortrait Cloud Tutorial - No-GPU Image Animation on RunPod, MassedCompute, and Kaggle

Step-by-step guide to using LivePortrait on cloud platforms for animating static images. Learn installation, setup, and operation on MassedCompute, RunPod, and Kaggle, with tips for efficient use and troubleshooting.

• YouTube
• 27 minutes
• On-Demand
• Free Video

Software Engineering Courses - SE Courses

Using RunPod Storage Network Volume with Automatic1111 and ControlNet - Advanced Tutorial

Comprehensive guide on using RunPod's Storage Network Volume, deploying Automatic1111 with ControlNet, and leveraging InstantID for advanced image generation and face transfer techniques.

• YouTube
• 33 minutes
• On-Demand
• Free Video

Software Engineering Courses - SE Courses

ComfyUI and SwarmUI Installation on RunPod with RTX 5000 Series GPUs - Complete Setup Guide

Master ComfyUI and SwarmUI installation on RunPod cloud platform with one-click setup, advanced GPU optimization, and AI image/video generation workflows.

• YouTube
• 28 minutes
• On-Demand
• Free Video