LoRA (Low-Rank Adaptation) Courses and Certifications

Olivio Sarikas

LORA Training for Hyper Realistic Results

Comprehensive guide to creating hyper-realistic LORA models, covering image selection, gear optimization, data preparation, and advanced techniques for achieving photorealistic results in AI-generated images.

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

Dreambooth and LoRA Tutorial - Checkpoints, The Basics and Walkthrough

Learn to create custom AI image models using Dreambooth and LoRA techniques. Explore image processing, checkpoint creation, and concept settings for tailored results in Stable Diffusion.

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

Hackaday

Building a Wireless Community Sensor Network with LoRa

Explore LoRa technology for wireless community sensor networks, focusing on agricultural applications in Temecula Wine Country and the potential for widespread adoption.

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

Trelis Research

LoRA Fine-tuning Explained - Choosing Parameters and Optimizations

Explore LoRA fine-tuning techniques, from parameter selection to optimization strategies, enhancing your ability to customize language models effectively.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

Trelis Research

Very Few Parameter Fine-Tuning with ReFT and LoRA

Explore advanced fine-tuning techniques ReFT and LoRA for efficient parameter optimization in transformer models. Learn implementation, comparison, and practical tips for improved model performance.

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

Trelis Research

Fine-tuning Optimizations - DoRA, NEFT, LoRA+, and Unsloth

Explore advanced fine-tuning techniques like DoRA, NEFT, LoRA+, and Unsloth to optimize language models. Learn implementation, comparisons, and practical applications through code examples and demonstrations.

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

Software Engineering Courses - SE Courses

CausVid LoRA V2 of Wan 2.1 Brings Massive Quality Improvements - Better Colors and Saturation

Master CausVid LoRA V2 with Wan 2.1 for high-quality video generation in just 8 steps. Learn installation, optimization, and advanced techniques for both image-to-video and text-to-video creation.

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

Nicholas Renotte

How to Fine Tune Your Own LLM Using LoRA on a Custom Dataset

Master fine-tuning large language models with LoRA technique on custom datasets through hands-on implementation and practical examples.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

Software Engineering Courses - SE Courses

Wan 2.1 App Updates - Squish Effect LoRA for Local Video Generation

Explore the latest Wan 2.1 app updates featuring the Squish Effect LoRA for local video generation, with improved configurations, RIFE for FPS boost, and comprehensive setup instructions for this state-of-the-art open-source model.

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

Discover AI

Spectral Analysis of LoRA vs Full Fine-Tuning in Language Models

Delve into the technical comparison between LoRA and full fine-tuning methods for language models, exploring their structural differences, spectral properties, and impact on model performance.

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

1littlecoder

Flux Portrait Trainer Tutorial - Creating High-Quality AI Headshots

Master the Flux Portrait Trainer for creating high-quality AI headshots with striking details, enhanced facial features, and better prompt accuracy while maintaining authentic resemblance.

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

Software Engineering Courses - SE Courses

Z-Image Turbo LoRA Training with AI Toolkit and Z-Image ControlNet Full Tutorial for Highest Quality

Master Z-Image Turbo model setup, ControlNet integration, and high-quality LoRA training using Ostris AI Toolkit across local PC, RunPod, and MassedCompute platforms.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Video

Discover AI

The Eigenvectors of AI - Shared LoRA Subspaces for Continual Learning

Explore shared LoRA subspaces for continual learning, examining eigenvector approaches to prevent catastrophic forgetting in AI systems through innovative parameter-efficient methods.

• YouTube
• 23 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

Data Centric

Fine-tuning LLMs Without Maxing Out Your GPU - LoRA for Parameter-Efficient Training

Discover parameter-efficient fine-tuning of large language models using LoRA. Learn to classify consumer finance complaints with RoBERTa on Google Colab's V100 GPU.

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