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Furkan Gözükara

PhD Computer Engineer. Lecturer. AI, Technology, Science, Life, News, Tutorials, Guides, LLMs, Stable Diffusion, SDXL, LoRA, Training, TTS, Voice Cloning - https://www.linkedin.com/in/furkangozukara

Education

Computer Engineering PHD in Cukurova University

Work

Lecturer at SECourses

Two Year Club
Writing Debut
16 Week Writing Streak
8 Week Writing Streak
4 Week Writing Streak
One Year Club
1 Week Community Wellness Streak
Kohya brought massive improvements to FLUX LoRA (4 GB GPUs) and DreamBooth / Fine-Tuning (6 GB GPUs) training

Kohya brought massive improvements to FLUX LoRA (4 GB GPUs) and DreamBooth / Fine-Tuning (6 GB GPUs) training

6
Comments
2 min read

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Genmo Mochi 1 — SOTA Video Generation Model — Full Tutorial With SwarmUI — Locally Generate Amazing AI Videos for Free

Genmo Mochi 1 — SOTA Video Generation Model — Full Tutorial With SwarmUI — Locally Generate Amazing AI Videos for Free

8
Comments
6 min read
Hunyuan3D-1 - SOTA Open Source Text-to-3D and Image-to-3D

Hunyuan3D-1 - SOTA Open Source Text-to-3D and Image-to-3D

8
Comments
4 min read
Example Training Images Dataset, Trained Models, Grids and Full Training Configs, json files and more

Example Training Images Dataset, Trained Models, Grids and Full Training Configs, json files and more

5
Comments
48 min read
Thoroughly experimented with Fine-Tuning / DreamBooth training of Flux-dev-de-distill, PixelWave v03, Verus Vision

Thoroughly experimented with Fine-Tuning / DreamBooth training of Flux-dev-de-distill, PixelWave v03, Verus Vision

5
Comments
30 min read
Stable Diffusion 3.5 Large How To Use Tutorial With Best Configuration and Comparison With FLUX DEV

Stable Diffusion 3.5 Large How To Use Tutorial With Best Configuration and Comparison With FLUX DEV

7
Comments 2
24 min read
Huge FLUX LoRA vs Fine Tuning / DreamBooth Experiments Completed, Moreover Batch Size 1 vs 7

Huge FLUX LoRA vs Fine Tuning / DreamBooth Experiments Completed, Moreover Batch Size 1 vs 7

5
Comments
34 min read
Huge news for Kohya GUI - Now you can fully Fine Tune / DreamBooth FLUX Dev with as low as 6 GB GPUs without any quality loss

Huge news for Kohya GUI - Now you can fully Fine Tune / DreamBooth FLUX Dev with as low as 6 GB GPUs without any quality loss

6
Comments
42 min read
How to Set Up Python, CUDA, cuDNN, C++ Build Tools, FFMPEG & Git for AI Applications

How to Set Up Python, CUDA, cuDNN, C++ Build Tools, FFMPEG & Git for AI Applications

5
Comments
3 min read
Detailed Comparison of JoyCaption Alpha One vs JoyCaption Pre-Alpha - Ultra Advanced Multi GPU Captioning

Detailed Comparison of JoyCaption Alpha One vs JoyCaption Pre-Alpha - Ultra Advanced Multi GPU Captioning

5
Comments
30 min read
Multi-GPU FLUX Full Fine Tuning Experiments and Requirements on RunPod and Conclusions

Multi-GPU FLUX Full Fine Tuning Experiments and Requirements on RunPod and Conclusions

10
Comments
20 min read
Single Block / Layer FLUX LoRA Training Research Results and LoRA Network Alpha Change Impact With LoRA Network Rank Dimension

Single Block / Layer FLUX LoRA Training Research Results and LoRA Network Alpha Change Impact With LoRA Network Rank Dimension

6
Comments
16 min read
How to Extract LoRA from FLUX Fine Tuning Full Tutorial + Comparison Between Fine Tuning Extraction vs LoRA Training

How to Extract LoRA from FLUX Fine Tuning Full Tutorial + Comparison Between Fine Tuning Extraction vs LoRA Training

1
Comments
11 min read
Full Fine Tuning of FLUX yields way better results than LoRA training as expected, overfitting and bleeding reduced a lot

Full Fine Tuning of FLUX yields way better results than LoRA training as expected, overfitting and bleeding reduced a lot

13
Comments
10 min read
Trained Myself With 256 Images on FLUX - Results Mind Blowing

Trained Myself With 256 Images on FLUX - Results Mind Blowing

6
Comments
33 min read
Ultimate FLUX LoRA Training Tutorial: Windows and Cloud Deployment

Ultimate FLUX LoRA Training Tutorial: Windows and Cloud Deployment

12
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12 min read
Full Training Tutorial and Guide and Research For a FLUX Style

Full Training Tutorial and Guide and Research For a FLUX Style

5
Comments
45 min read
Training A Public FLUX Style LoRA — All Process Will Be Shared

Training A Public FLUX Style LoRA — All Process Will Be Shared

14
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17 min read
Huge Daily Developments for FLUX LoRA Training (Now Even Works on 8GB GPU) and More

Huge Daily Developments for FLUX LoRA Training (Now Even Works on 8GB GPU) and More

Comments
9 min read
First fully multi-GPU supporting and very advanced batch image captioner APP with Gradio interface published

First fully multi-GPU supporting and very advanced batch image captioner APP with Gradio interface published

6
Comments
22 min read
JoyCaption is amazing to caption training data. Advanced Gradio APP with batch processing and 1-click install

JoyCaption is amazing to caption training data. Advanced Gradio APP with batch processing and 1-click install

7
Comments
25 min read
Compared CivitAI default FLUX LoRA vs my best FLUX and more developments

Compared CivitAI default FLUX LoRA vs my best FLUX and more developments

9
Comments
4 min read
Huge updates and improvements for FLUX LoRA training - Train with 10 GB GPU and Kohya GUI

Huge updates and improvements for FLUX LoRA training - Train with 10 GB GPU and Kohya GUI

27
Comments
3 min read
ResShift 1-Click Windows, RunPod, Massed Compute, Kaggle Installers with Amazing Gradio APP and Batch Image Processing

ResShift 1-Click Windows, RunPod, Massed Compute, Kaggle Installers with Amazing Gradio APP and Batch Image Processing

6
Comments
5 min read
AuraSR GigaGAN 4x Upscaler Local (Windows), Cloud (RunPod, Massed Compute, Kaggle) 1-Click Installers and Batch Processing App

AuraSR GigaGAN 4x Upscaler Local (Windows), Cloud (RunPod, Massed Compute, Kaggle) 1-Click Installers and Batch Processing App

6
Comments
4 min read
20 New SDXL Fine Tuning Tests and Their Results (Better Workflow Obtained and Published)

20 New SDXL Fine Tuning Tests and Their Results (Better Workflow Obtained and Published)

6
Comments
9 min read
BiRefNet State Of The Art Newest Very Best Background Batch Remover APP

BiRefNet State Of The Art Newest Very Best Background Batch Remover APP

5
Comments
2 min read
Batch size 30 AdamW vs Batch Size 1 Adafactor SDXL Training Comparison

Batch size 30 AdamW vs Batch Size 1 Adafactor SDXL Training Comparison

Comments
13 min read
FLUX Local & Cloud Tutorial With SwarmUI - FLUX: The Pioneering Open Source txt2img Model Outperforming Midjourney & Others

FLUX Local & Cloud Tutorial With SwarmUI - FLUX: The Pioneering Open Source txt2img Model Outperforming Midjourney & Others

21
Comments
4 min read
Real-Time Webcam DeepFake / Face Swapping with Rope Pearl Live - Single-Click Installation & Effortless Usage

Real-Time Webcam DeepFake / Face Swapping with Rope Pearl Live - Single-Click Installation & Effortless Usage

25
Comments
3 min read
Kling AI Video Now Globally Available, Free to Use, and Astounding - Comprehensive Guide

Kling AI Video Now Globally Available, Free to Use, and Astounding - Comprehensive Guide

68
Comments
3 min read
What is the difference between FP16 and BF16? Here a good explanation for you

What is the difference between FP16 and BF16? Here a good explanation for you

6
Comments
4 min read
LivePortrait AI: Transform Static Photos into Talking Videos. Now Supports Video-to-Video Conversion and Superior Expressions

LivePortrait AI: Transform Static Photos into Talking Videos. Now Supports Video-to-Video Conversion and Superior Expressions

5
Comments
4 min read
We Got a Job Offer in SECourses Discord Channel Related to AI (Stable Diffusion)

We Got a Job Offer in SECourses Discord Channel Related to AI (Stable Diffusion)

5
Comments
1 min read
How to Use SwarmUI & Stable Diffusion 3 on Cloud Services Kaggle (free), Massed Compute & RunPod

How to Use SwarmUI & Stable Diffusion 3 on Cloud Services Kaggle (free), Massed Compute & RunPod

12
Comments
5 min read
Zero to Hero Stable Diffusion 3 Tutorial with Amazing SwarmUI SD Web UI that Utilizes ComfyUI

Zero to Hero Stable Diffusion 3 Tutorial with Amazing SwarmUI SD Web UI that Utilizes ComfyUI

9
Comments
6 min read
This is why I prefer Massed Compute over RunPod

This is why I prefer Massed Compute over RunPod

6
Comments
5 min read
V-Express: 1-Click AI Avatar Talking Heads Video Animation Generator - D-ID Alike - Open Source

V-Express: 1-Click AI Avatar Talking Heads Video Animation Generator - D-ID Alike - Open Source

38
Comments
6 min read
Expert-Level Tutorials on Stable Diffusion & SDXL & Generative AI: Master Advanced Techs — 75 Tutorials

Expert-Level Tutorials on Stable Diffusion & SDXL & Generative AI: Master Advanced Techs — 75 Tutorials

10
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121 min read
Best Deepfake Open Source App ROPE — So Easy To Use Full HD Feceswap DeepFace, Tutorials for Windows and Cloud — No GPU Required

Best Deepfake Open Source App ROPE — So Easy To Use Full HD Feceswap DeepFace, Tutorials for Windows and Cloud — No GPU Required

7
Comments
12 min read
Testing Stable Diffusion Inference Performance with Latest NVIDIA Driver including TensorRT ONNX

Testing Stable Diffusion Inference Performance with Latest NVIDIA Driver including TensorRT ONNX

9
Comments
5 min read
IP-Adapter-FaceID-PlusV2–0 Shot Face Transfer — Auto Installer & Gradio App — Massed Compute, RunPod, Kaggle, Windows

IP-Adapter-FaceID-PlusV2–0 Shot Face Transfer — Auto Installer & Gradio App — Massed Compute, RunPod, Kaggle, Windows

6
Comments
35 min read
How to Download (wget) Models from CivitAI & Hugging Face (HF) & upload into HF including privates

How to Download (wget) Models from CivitAI & Hugging Face (HF) & upload into HF including privates

18
Comments
7 min read
How to Transfer OS from One SSD to Another Drive

How to Transfer OS from One SSD to Another Drive

8
Comments
12 min read
Newest Kohya SDXL DreamBooth Hyper Parameter research results — Used RealVis XL4 as a base model

Newest Kohya SDXL DreamBooth Hyper Parameter research results — Used RealVis XL4 as a base model

7
Comments
31 min read
Sampling method DPM++ 2M SDE vs DPM++ 3M SDE with Schedule type Uniform vs Karras vs Exponential

Sampling method DPM++ 2M SDE vs DPM++ 3M SDE with Schedule type Uniform vs Karras vs Exponential

15
Comments
16 min read
Stable Cascade Full Tutorial for Windows, Massed Compute, RunPod & Kaggle — Predecessor of SD3 — 1-Click Install

Stable Cascade Full Tutorial for Windows, Massed Compute, RunPod & Kaggle — Predecessor of SD3 — 1-Click Install

6
Comments
38 min read
Massive OpenAI Spring Update GPT-4o - Amazing New Features - All 22 Videos - RTX Super Res Upscaled

Massive OpenAI Spring Update GPT-4o - Amazing New Features - All 22 Videos - RTX Super Res Upscaled

5
Comments
4 min read
IDM-VTON: The Most Amazing Virtual Try Anything On Application - Windows, Massed Compute, RunPod & Kaggle

IDM-VTON: The Most Amazing Virtual Try Anything On Application - Windows, Massed Compute, RunPod & Kaggle

5
Comments
10 min read
Scalable Load Balancing Having Cloud GPU Service Salad Tutorial With Whisper Transcriber Gradio APP

Scalable Load Balancing Having Cloud GPU Service Salad Tutorial With Whisper Transcriber Gradio APP

5
Comments
2 min read
SUPIR Image Enhance / Upscale is Literally Like From Science Fiction Movies

SUPIR Image Enhance / Upscale is Literally Like From Science Fiction Movies

7
Comments
33 min read
More expansive GPU doesn’t mean better always actually in many case in AI. Here a great example.

More expansive GPU doesn’t mean better always actually in many case in AI. Here a great example.

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Comments 2
1 min read
OneTrainer Fine Tuning vs Kohya SS DreamBooth & Huge Research of OneTrainer’s Masked Training

OneTrainer Fine Tuning vs Kohya SS DreamBooth & Huge Research of OneTrainer’s Masked Training

9
Comments
39 min read
Finding Best Training Hyper Parameters / Configuration Is Neither Cheap Nor Easy

Finding Best Training Hyper Parameters / Configuration Is Neither Cheap Nor Easy

5
Comments
1 min read
Full Tutorial : How to Clone a Smaller Boot Disk onto a Larger Disk for Free with Clonezilla & Delete Disk Partition

Full Tutorial : How to Clone a Smaller Boot Disk onto a Larger Disk for Free with Clonezilla & Delete Disk Partition

7
Comments
5 min read
Compared Effect Of Image Captioning For SDXL Fine-tuning / DreamBooth Training for a Single Person, 10.3 GB VRAM via OneTrainer

Compared Effect Of Image Captioning For SDXL Fine-tuning / DreamBooth Training for a Single Person, 10.3 GB VRAM via OneTrainer

6
Comments
22 min read
Now You Can Full Fine Tune / DreamBooth Stable Diffusion XL (SDXL) with only 10.3 GB VRAM via OneTrainer

Now You Can Full Fine Tune / DreamBooth Stable Diffusion XL (SDXL) with only 10.3 GB VRAM via OneTrainer

6
Comments
16 min read
A New Gold Tutorial For RunPod & Linux Users : How To Use Storage Network Volume In RunPod & Latest Version Of Automatic1111

A New Gold Tutorial For RunPod & Linux Users : How To Use Storage Network Volume In RunPod & Latest Version Of Automatic1111

5
Comments
4 min read
SUPIR Full Tutorial + 1 Click 12GB VRAM Windows & RunPod / Linux Installer + Batch Upscale + Comparison With Magnific

SUPIR Full Tutorial + 1 Click 12GB VRAM Windows & RunPod / Linux Installer + Batch Upscale + Comparison With Magnific

5
Comments
9 min read
Compared Stable Diffusion 3 with Dall-E3 and Results Are Mind Blowing - Prompt Following of SD3 is Next Level

Compared Stable Diffusion 3 with Dall-E3 and Results Are Mind Blowing - Prompt Following of SD3 is Next Level

6
Comments
1 min read
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