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# SECourses Patreon

YouTube : https://www.youtube.com/SECourses

Patreon : https://www.patreon.com/c/SECourses

Please join discord and message me there so I can give you Patreon rank in our channel

Discord : https://discord.com/servers/software-engineering-courses-secourses-772774097734074388

Your Patreon support is tremendously important for me so thank you so much

### Amazing Generative AI Scripts

https://github.com/FurkanGozukara/Stable-Diffusion/blob/main/Amazing-Generative-AI-Scripts.md

## Patreon Exclusive Content 

### August 1 - 2026
[SECourses Musubi Tuner - 1-Click to Install App for LoRA Training and Full Fine Tuning Krea 2, Ideogram 4, Qwen Image, Qwen Image Edit, Wan 2.1 and Wan 2.2, FLUX Klein, FLUX 2, Z Image Base and Turbo Models with Musubi Tuner with Ready Presets](https://www.patreon.com/posts/137551634)
* Please read the post above in details. It supports all popular models training both on Windows and Linux with Torch 2.13, CUDA 13 and Torch Compile with ready presets. Moreover, it has built-in most amazing model Quantizer with Int 8 Row ConvRot. Moreover, it has Qwen Image captioner as well.

### July 30 - 2026
[Ostris AI-Toolkit 1-Click Installers for Windows, RunPod, SimplePod & Massed Compute with Torch 2.13, CUDA 13 for All GPUs With Pre-compiled Wheels](https://www.patreon.com/posts/140089077)
* Supports Python 3.10, 3.11, 3.12 (recommended), 3.13 . Installed with pre-compiled wheels for : mslk, xformers, flash_attn, sageattention, torchao, for both Windows and Linux with all CUDA 13 features for Torch 2.13 and they are abi3 for python 3.10, 3.11, 3.12, 3.13 . Automatic install on Windows, RunPod, Massed Compute (or local linux machines), Windows . Installs latest official version from https://github.com/ostris/ai-toolkit . 

### July 30 - 2026
[TRELLIS 1-Click Installers for Windows, RunPod, Massed Compute, Torch 2.13 and CUDA 13, Image to 3D, Multi-Image Input Support](https://www.patreon.com/posts/117470976)
* 1-Click Windows, RunPod, Massed Compute, SimplePod installers for TRELLIS: Structured 3D Latents for Scalable and Versatile 3D Generation with pre-compiled wheels for Torch 2.13 and CUDA 13, with low VRAM presets

### July 28 - 2026
[Ultimate Image Processing APP Premium by SECourses : Batch Cropping, Zooming In, Resizing, Duplicate Image Removing, Face Extraction, SAM 2, SAM 3.1 and Yolo Segmentation, Masking for Windows, RunPod, Massed Compute](https://www.patreon.com/posts/120352012)
* Batch Image Cropping, Zooming Subject, Resizing, Segmenting, Masking, Duplicate Removing APP that utilizes YOLO V26, YOLO Face V12, SAM 2, SAM 3.1 with 1-click installers for Windows, RunPod, SimplePod and Massed Compute (Linux users use this). You can see all features in this public post : https://www.patreon.com/posts/120353641

### July 28 - 2026
[VisoMaster Fusion and VisoMaster Automatic Installer - The Most Advanced 0-Shot Face Swap / Deep Fake APP - State of the Art - Windows and Massed Compute - Portable Installers](https://www.patreon.com/posts/121570322)
* 1-Click to install VisoMaster Fusion and VisoMaster classic on Windows and also on Massed Compute (for GPU poor). VisoMaster Fusion is a powerful yet easy-to-use tool for face swapping (FaceSwap/DeepFake) and editing in images and videos. It utilizes AI to produce natural-looking results with minimal effort, making it ideal for both casual users and professionals. We also have Windows portable installer that supports all GPUs with Torch 2.13 and CUDA 13. Moreover it has DeepFace Lab models full support and so many extra amazing features compared to what is out there in other repos.

### July 19 - 2026
[Ultimate Image Captioner Pro - Qwen3 VL 8B Instruct with Full JSON and Text Captioning - Joy Caption Beta 1, Alpha 1& 2, Pre Alpha, Fully Working JSON Prompt Builder, Saved Outputs, 1-Click to Install on Windows, RunPod, Massed Compute, SimplePod, Linux](https://www.patreon.com/posts/162527725)
* With Ideogram 4 model as you know JSON prompting is now a thing and we need JSON prompts for both inference and training. Therefore, a new app was necessary to solve this issue and I built the very best local app out there for this task. Please read post to see all amazing features.

### July 19 - 2026
[ComfyUI Auto Installer with Torch 2.13, CUDA 13, FaceID, IP-Adapter, InsightFace, Reactor, Triton, DeepSpeed, Flash Attention, Sage Attention, xFormers, MSLK, TorchAO Including RTX 5000 Series, Automatic Installers for Windows, RunPod, Massed Compute, Linux](https://www.patreon.com/posts/105023709)
* This installer always pulls the latest ComfyUI and supports Python 3.10–3.13 on Windows (Linux: 3.10 only), bundling precompiled Torch 2.13, CUDA 13, FlashAttention, SageAttention, Triton, InsightFace, xFormers, MSLK (mandatory for xFormers), Segment Anything, Segment Anything 2 (SAM2) and DeepSpeed compiled for GPU archs SM80, SM86, SM89, SM90a, SM100a, SM103a, SM120a, SM121a, enabling broad support from RTX 1000–5000 and cloud GPUs (A100, H100, B200), tested on 3090 Ti/5090 and in the cloud; it also installs huggingface_hub, hf_transfer, hf_xet, accelerate, diffusers, onnxruntime-gpu, piexif, requests, and ultralytics 8.3.197 (fixes YOLO use in SwarmUI), beta57, bong_tangent, res_2s, automatically adds ComfyUI-Manager, ComfyUI_IPAdapter_plus, and ComfyUI-GGUF, and provides an update script to refresh everything; on RunPod and Massed Compute it auto-installs ComfyUI-ReActor and ComfyUI-Impact-Pack (on Windows use the provided BAT files), works seamlessly on Windows, Massed Compute (Creator > SECourses image), and RunPod (PyTorch 2.2.0 template) with ngrok/proxy support, and uses a dedicated virtual environment for a 100% isolated installation that won’t affect other AI apps or your system. https://youtu.be/fTzlQ0tjxj0

### July 19 - 2026
[Hugging Face Upload / Download Notebook - Supports Private Repositories and Multi Commit as Well](https://www.patreon.com/posts/104672510)
* If you are looking for convenient and fast way to save and download your files from Hugging Face, this notebook will do the job. 1-click easy

### July 19 - 2026
[SwarmUI Auto Installer + The Ultimate Image and Video AI Models Downloader - For Windows, RunPod and Massed Compute - Ultimate Compilation](https://www.patreon.com/posts/114517862)
* 1-Click to install SwarmUI and Unified AI Models Downloader for SwarmUI, ComfyUI, Automatic1111 and Forge Web UI - Supports SD 1.5, SDXL, FLUX, Wan 2.1, Wan 2.2, Qwen Image, SwarmUI presets to generate images and videos with FLUX, Qwen Image, SDXL and Wan 2.1, Wan 2.2 Models and more. Full public tutorial here : https://www.youtube.com/watch?v=q8QCtxrVK7g

### July 15 - 2026
[Stable Diffusion WebUI Forge - NEO (Up-to-Date and Maintained Forge Web UI) 1-Click installers for Windows, RunPod, Massed Compute, Supports all GPUs starting from RTX 1000 to 5000 and Cloud GPUs - Torch 2.13.0 and CUDA 13 and Flash Attention and xFormers and Smart Launcher](https://www.patreon.com/posts/138694680)
* I have prepared literally 1-click installers and GPU specific automatic optimizer ran files. My installer will install with Torch 2.13 and CUDA 13 + pre-compiled xFormers, Flash Attention, Sage Attention and InsightFace and TorchAO. My precompiled libraries are compiled with support of all consumer GPUs + cloud GPUs for Python 3.10, 3.11, 3.12, 3.13. Currently installer installs with Python 3.13 since it is recommended so have Python 3.13 as well in your system. I have developed smart_launch.py and it will be used to launch the app on Windows, RunPod and Massed Compute and it will automatically add optimization parameters according to your GPU. The Windows bat files and RunPod and Massed Compute scripts will use it by default so don't worry just use installer files and launch files, Smart launcher supports all GPUs like RTX 1000, 2000, 3000, 4000 and 5000 series or cloud GPUs like H100, RTX PRO 6000, etc. Currently scripts are set to start with disabled Sage Attention since it produces lower quality outputs. If you enable, enable like this : --sage2-function fp16_triton. To download models quickly you can use our Unified Model Downloader (updated to support this app) : https://www.patreon.com/posts/114517862

### July 12 - 2026
[ACE-Step 1.5 XL Premium - Better Music & Song Generator Than SUNO 5.0 - Remix and Repaint Features, SAM Audio Processing - Windows, RunPod, Massed Compute, Linux 1-click Installers](https://www.patreon.com/posts/157675060)
* This app has the following repos perfectly combined into our premium app with additional improvements and features such as optimized model loading, VRAM, quality, accuracy and performance optimizations, batch folder processing and many more (all models automatically downloaded and everything installed into a Python 3.11 VENV). ACEStep / Ace Step 1.5 XL is the newest State Of The Art (SOTA) Music and Song generator model. It has 3 variants and we support all 3 variants (Turbo, SFT, Base) with fully automatic setup, models download, VRAM presets for all GPUs starting from 4 GB and with all best researched generation values / settings / configurations.

### June 24 - 2026
[1-Click Installers for Paints-UNDO Premium APP, Windows, RunPod, Massed Compute and SimplePod Installers, Torch 2.12.1, CUDA 13](https://www.patreon.com/posts/121228327)
* 1-Click Installers for Paints-UNDO from lllyasviel. 1-Click Install on Windows, RunPod, Massed Compute and SimplePod with Torch 2.12.1 and CUDA, as low as 7 GB GPUs for 1024px. Official repo here but our APP is improved version : https://github.com/lllyasviel/Paints-UNDO

### June 15 - 2026
[Whisper-WebUI Premium - Ultra Fast and High Accuracy Speech to Text Transcripton App for All Languages - Windows, RunPod, Massed Compute 1-Click Installers - Supporting RTX 1000 to 5000 series](https://www.patreon.com/posts/145395299)
* 1-Click installers for Whisper-WebUI Premium. You can use this app to transcribe your Audio into literally 100 languages. This is currently state of the art open source speech to text app. Features : It has better interface, more features, default settings set for maximum accuracy. It will show transcription realtime both on Gradio interface and also on CMD. After deep scan of the entire pipeline, default parameters are set for maximum accuracy and quality. 1-Click installers for Windows local PC, RunPod (Linux-Cloud) and Massed Compute (Linux-Cloud). The app the installers are made for RTX 1000 series to RTX 5000 series with pre-compiled libraries. We install with Torch 2.8, CUDA 12.9, latest Flash Attention, Sage Attention, xFormers - all precompiled. As low as 6 GB VRAM GPUs can use

### May 24 - 2026
[Pre-Compiled Most Important AI Libraries : Flash Attention](https://www.patreon.com/posts/159064759)
* flash_attn-2.8.4+cu130torch211cuda131sm86sm89sm120-cp311-cp311-win_amd64.whl (23 May 2026) : Windows, Python 3.11.x, Torch 2.11, CUDA 13.x, CUDA Archs 8.6;8.9;12.0 . flash_attn-2.8.4+cu130torch211cuda131trimarch-cp311-cp311-linux_x86_64.whl (23 May 2026) : Linux, Python 3.11.x, Torch 2.11, CUDA 13.x, CUDA Archs 8.0;8.6;8.9;9.0;10.0;10.3;12.0 . 

### May 11 - 2026
[IndexTTS2 SECourses Premium Voice Cloning and Generation App - 1-Click to Install on Windows, RunPod and Massed Compute - Generate Entire Audiobooks With Consistent High Quality Voice](https://www.patreon.com/posts/139297407)
* Example video : https://youtu.be/6cH-6JaBMnM

### May 4 - 2026
[SECourses Upscaler Pro - SeedVR2 - FlashVSR+ - Face Restoration - Gan Upscalers - Queue System - Fully Automated Movie Restoration and Upscale Studio](https://www.patreon.com/posts/150202809)
* SECourses Ultimate Video and Image Upscaler Pro - SeedVR2 - FlashVSR+ - Face Restoration - Gan Upscalers - Queue System - Fully Automated Movie Restoration and Upscale Studio - with so many amazing new features and full VRAM optimizations, can upscale a whole 120 minutes video fully properly with full resume capability. Our FlashVSR+ pro is the very best one among there with so many additional improvements. 

### April 27 - 2026
[1 Click Installer for Automatic1111 SD Web UI, SDXL, ControlNet, All ControlNet Models, Full xFormers and Latest Libraries Support for RTX 5000 Series GPUs and All Other GPUs With Torch 2.8 and CUDA 12.9](https://www.patreon.com/posts/86307255)
* Famous classic Automatic1111 modified to work on newest RTX 5000 series GPUs with Torch 2.8 and CUDA 12.9 and xFormers 0.33 with supporting ADetailer, Deforum and ControlNet extensions. Fully automated to install. Works on Windows and Linux. Supports RTX 1000 to 5000 series including cloud GPUs.

### April 10 - 2026
[MMAudio 1-Click Installers for Windows, RunPod and Massed Compute - Generate Audio for Any Video - Amazing for AI Generated Videos](https://www.patreon.com/posts/117990364)
* 1-Click installers to install MMAudio. This app is so lightweight and fast. Pretty much should work on every GPUs. I have also improved the official published Gradio app and added more features. MMAudio generates synchronized audio given video and/or text inputs. Our key innovation is multimodal joint training which allows training on a wide range of audio-visual and audio-text datasets. Moreover, a synchronization module aligns the generated audio with the video frames.

### April 5 - 2026
[Wan2GP 1-Click Automatic Installer for Windows, RunPod and Massed Compute with Literally All GPUs Support with Flash Attention + xFormers + Torch 2.8 and CUDA 12.9](https://www.patreon.com/posts/139831592)
* My installer will make a venv and install this app with Torch 2.8, CUDA 12.9, Flash Attention 2.8.3, Sage Attention 2.2.0, Triton 3.4, xFormers 0.0.33. Check above link for more info.

### March 18 - 2026
[RVC Webui Premium 1-Click Installers for Windows, RunPod, Massed Compute, SimplePod with All GPUs Supporting Inlcuding RTX 1000, 2000, 3000, 4000, 5000 GPUs with fastest libraries](https://www.patreon.com/posts/149104996)
* Retrieval-based-Voice-Conversion-WebUI premium for SECourses subscribers with 1-click automatic installers for Windows, RunPod, Massed Compute and SimplePod. We support all of the GPUs with latest compiled libraries and auto download necessary models. 

### March 16 - 2026
[NVFP4 Model Converter Gradio App For Windows and Linux](https://www.patreon.com/posts/148217625)
* NVFP4 models are 100+% faster than BF16 or FP8 or GGUF models. However compiling them is not trivial task at all. This app is based on https://github.com/NVIDIA/Model-Optimizer. But I had to do massive fixes and improvements to make it work just with FLUX. Currently only FLUX models tested and verified and I have compiled NVFP4 for FLUX SRPO model. You can download FLUX SRPO with our Model downloader app : https://www.patreon.com/posts/114517862. I have used max Quantization Algorithm since svdquant was so slow and I had to spent over 24 hours on RTX PRO 6000 to constant test and compile to make it work. Currently compiling FLUX model requiring 48 GB GPU and I recommend SimplePod RTX PRO 6000 if you want to try. More about NVFP4 shown in this tutorial : https://youtu.be/yOj9PYq3XYM

### March 15 - 2026
[SECourses LeVo Song Generator - This is the Very Best local Song generator APP - I can say almost level of Suno AI Music - We have so many batch feature](https://www.patreon.com/posts/135592123)
* LeVo: High-Quality Song Generation with Multi-Preference Alignment. We have batch processing, number of generations, full preset saving and loading, 20 pre-made presets, generating a song with each preset and many other features.

### January 22 - 2026
[You Wanted Vast AI as Cheap Cloud Service Alternative to RunPod - Here I am Providing You SimplePod AI](https://www.patreon.com/posts/148800044)
* Faster permanent storage system and much cheaper than RunPod

### January 8 - 2026
[Trellis 2 Premium App With 1-Click Windows and Linux Installers (RunPod & Massed Compute) - Generate Top Quality 3D Models Both With Mesh + Texture from Images](https://www.patreon.com/posts/147686623)
* Trellis 2 from Microsoft is the very best newest Image-to-3D generator with both mesh and amazing texture quality. This is an ultra advanced 1-click to install Trellis 2 app with so many features. Check below to see all features. I spent literally days to make this app and pre-compiled all the libraries to make it work otherwise it is impossible to install either or Windows or Linux. Also all models are downloaded into \models sub folder and loaded from there. I had to compile for both Windows and Linux : cumesh, flash-attn, flex-gemm, nvdiffrast, o-voxel (upgraded with more features by me), sageattention, xformers - all supporting all GPUs starting from RTX 1000 to 5000 series with all possible CUDA archs setup

### January 1 - 2026
[FaceFusion V3.5.2 (Most Advanced 1-Click DeepFake) 1-Click Installers for Windows, RunPod and Massed Compute - Use locally and cloud](https://www.patreon.com/posts/103765029)
* FaceFusion 3.5.2 Windows (local), RunPod and Massed Compute (Cloud) 1-Click installers. Install and run with easiness. The best DeepFake APP. The installation literally 1-click supports RTX 5000 series and older GPUs with CUDA and also TensorRT.

### December 12 - 2025
[The Very Best SDXL DreamBooth / Fine Tuning Training Configurations - Works on All GPUs Starting from RTX 1000 series to RTX 5000 series - as low as 6 GB GPUs - Results Of 100+ Full Trainings](https://www.patreon.com/posts/89213064)
* Updated the very best hyper training parameters / configuration and training workflow for Kohya SS GUI for Stable Diffusion XL (SDXL)

### December 3 - 2025
[SAM 3D Objects Windows, RunPod and Massed Compute 1-click Installer and Premium SECourses Gradio App for Meta Research SAM 3D Objects](https://www.patreon.com/posts/144931360)
* This is a premium Gradio app made for https://github.com/facebookresearch/sam-3d-objects - with pre-compiled libraries and 1-click installers for Windows, RunPod and Massed Compute. I had to pre-compile flash_attn, xformers, sageattention, gsplat, moge, pytorch3d for Windows and Linux to make 1-click installers. SAM 3D Objects is a foundation model that reconstructs full 3D shape geometry, texture, and layout from a single image. The app process 30 megapixel image under 1 minute on RTX 5090 ultra fast and generated ply (Polygon File Format or the Stanford Triangle Format) files are saved inside outputs folder. We support all the GPUs starting from RTX 2000 series to RTX 5000 series including cloud GPUs like H, B200, RTX PRO 6000, L40S etc as usual

### November 25 - 2025
[Kohya FLUX Fine Tuning (Full Checkpoints) / DreamBooth Training Full Tutorial For Local Windows and Cloud RunPod and Massed Compute](https://www.patreon.com/posts/112099700)
* Fully researched and optimized very best full FLUX Fine tuning configurations and workflows that works way better than FLUX LoRA training. Perfectly trainable on 6 GB, 8 GB, 10 GB, 12 GB, 16 GB, 24 GB and 48 GB GPUs. 48 GB GPU config and 6 GB GPU config yields exactly same quality only speed is different. Moreover automatic 1-click installer of Kohya GUI with Torch 2.8, CUDA 12.9 and all updated libraries for both Windows and Linux.

### November 25 - 2025
[Kohya FLUX LoRA Training Full Tutorial For Local Windows and Cloud RunPod and Massed Compute](https://www.patreon.com/posts/110879657)
* Step by step with perfect hyper parameters and configuration Kohya FLUX LoRA training tutorial with configs for 8GB, 10GB, 12GB, 16GB, 24GB and 48GB GPUs. It works perfect on all these GPUs both on Windows and on Linux. It covers Cloud services as RunPod and Massed Compute as well. This tutorial is research result of more than 64 full Kohya SS GUI used FLUX LoRA trainings

### November 25 - 2025
[BiRefNet HR (High Resolution) Background Remover Gradio APP and 1-Click Installers for Windows, RunPod, Massed Compute and a Free Kaggle Account Notebook](https://www.patreon.com/posts/121679760)
* BiRefNet HR Version Automatic Installers for Windows, RunPod, Massed Compute and a free Kaggle notebook. The very best SOTA background remover with Gradio APP. It is updated to newest High Resolution model and it supports batch processing fully with new half precision lower VRAM feature.

### November 17 - 2025
[DeepFace Based Batch Face Similarity Sorting Gradio APP For Windows, RunPod and Massed Compute - 1-Click to Install - Uses TensorFlow GPU - Very Fast](https://www.patreon.com/posts/121335747)
* With DeepFace & RetinaFace libraries you can sort AI images or basically any images based on their similarity to the given single or multiple images (average taken). We have developed a batch processing Gradio APP for this task that installs libraries into a Python 3.10 VENV and works perfect on Windows. Also we have 1-click installers for RunPod and Massed Compute as well. The APP is fully multi-threaded. This zip file has example code of how to auto download and use CUDA 11.8, cuDNN 8.9 and TensorRT on Windows without system wide installing. It also has example code of installing CUDA 11.8 on Linux without breaking installed NVIDIA driver. Moreover, this app has example code and install for TensorFlow GPU for all GPUs including RTX 5090.

### November 17 - 2025
[Hi3DGen Image to 3D Mesh Generator (SOTA) Ultra Advanced App - 1-Click to Install on Windows, RunPod, Massed Compute + Batch Processing, Better than Trellis, Hunyuan3D-2.0, TripoSG](https://www.patreon.com/posts/130766890)
* 1-Click Windows, RunPod and Massed Compute installers for Hi3DGen + SECourses developed ultra advanced App that supports batch processing + RTX 5000 series. Our installer and app utilizes Flash Attention as well and works on all GPUs especially tested on RTX 3000 and above. Moreover, our app is ultra VRAM optimizedç Hi3DGen is the SOTA app for image to 3D mesh generation at the moment better than Trellis, Hunyuan3D-2.0 and TripoSG.

### October 23 - 2025
[VAST-AI-Research TripoSR Premium Gradio App With 1-Click Installers for Windows, RunPod and Massed Compute - Supports RTX 5000 series GPUs as Well](https://www.patreon.com/posts/141896910)
* This is premium installer and app for TripoSR, a state-of-the-art open-source model for fast feedforward 3D reconstruction from a single image, collaboratively developed by Tripo AI and Stability AI. I have significantly improved the official repo app. Our installer installs with pre-compiled wheels for Torch 2.8, CUDA 12.9, Flash Attention, Sage Attention, xFormers, torchmcubes, Triton and more. It is compiled to support literally all GPUs starting from RTX 1000 series to 5000 series or Cloud GPUs like A100, H200, B200, etc. Just double click and run Windows_Install_or_Update.bat. It will both install and download all models into models folder

### October 7 - 2025
[Ovi SECourses Premium App to Generate Audio Having 121 Frames Videos from Text and Images - Supports all GPUs Including RTX 5000 Series - Has Flash Attention + Batch Processing and Block Swapping - As Low as 8 GB VRAM - Like VEO 3 and SORA 2 - 1-Click to Install on Windows, RunPod and Massed Compute](https://www.patreon.com/posts/140393220)
* Full scale ultra advanced app for Ovi - an open source project that can generate videos from both text prompts and image + text prompts with real audio. We have so many amazing features like FP8_Scaled, Sage Attention, Block Swapping, T5 on CPU, Automatic Video extending, Multi-line prompting, longer generations, batch processing and many more.

### October 2 - 2025
[Deep Live Cam Automatic Windows Installer With RTX 5000 Series Support - The Viral App for Live Web Cam Face Swap](https://www.patreon.com/posts/125826778)
* 1-Click Windows installers for famous Deep Live Cam Face Swap / Deep Fake app that became viral and famous. Public non-members post : https://www.patreon.com/posts/125826989

### September 21 - 2025
[SUPIR 1 Click Windows, RunPod / Massed Compute / Linux Installer & Free Kaggle Notebook](https://www.patreon.com/posts/99176057)
* 1 Click Windows and RunPod / Massed Compute / Linux Installer and a free Kaggle Notebook For The New SOTA Image Upscaling and Enhancing Open Source SUPIR Model. Better than Magnify AI. SUPIR is the very best AI image upscaler at the moment.

### September 21 - 2025
[All Joy Captions (JoyCaption) Apps 1-Click Installers for Windows, RunPod, Massed Compute With Improved Gradio Apps - All Supporting Batch Processing, JoyCaption Pre-Alpha, Alpha One, Alpha Two and Joy Caption Beta One](https://www.patreon.com/posts/118827960)
* This is the ultimate image captioning arsenal that supports all of the Joy Caption versions from pre-alpha to beta-one with more features like multi-gpu and batch folder processing

### September 12 - 2025
[Stable Diffusion WebUI Forge - Classic (Up-to-Date and Maintained Automatic1111 Web UI) 1-Click installers for Windows, RunPod, Massed Compute, Supports all GPUs starting from RTX 1000 to 5000 and Cloud GPUs - Torch 2.8 and CUDA 12.9 and Flash Attention](https://www.patreon.com/posts/138680643)
* I have prepared literally 1-click installers and GPU specific automatic optimizer ran files. My installer will install with Torch 2.8 and CUDA + pre-compiled xFormers, Flash Attention, Sage Attention and InsightFace. Also read above post and we have tons of info.

### September 10 - 2025
[Tencent HunyuanImage-2.1 Enchanced Gradio App - Based on Official Pipeline - 1-Click to Install for Windows, RunPod and Massed Compute](https://www.patreon.com/posts/138531984)
* You can read more here : https://huggingface.co/tencent/HunyuanImage-2.1 . Also read above post and we have tons of info.

### August 8 - 2025
[Blazing Fast SD Forge Web UI Latest Version Windows, RunPod and Massed Compute Automatic Installers with RTX 5000 series GPUs support + Flash Attention + Sage Attention + xFormers](https://www.patreon.com/posts/118442039)
* 1-Click to install latest SD Forge Web UI on Windows, RunPod and Massed Compute and supports RTX 5000 series GPUs too with accurate Torch version and pre compiled xFormers, Sage Attention and Flash Attention

### August 5 - 2025
[Video and Image Comparison Slider Apps With Batch Upload, Live Change and Zoom In Feature - Extremely Lightweight Locally Use](https://www.patreon.com/posts/133935178)
* Amazing video and image comparison slider app with zoom in and batch upload and live change features. Comparing images and videos ultra easy. Batch upload videos and change and see difference. Batch upload images and change and compare. Better than imgsli. 

### August 2 - 2025
[1-Click Installers for One of the Best Face Swap / Easy DeepFake APPs Roop Unleashed for Windows, RunPod and Massed Compute - Support RTX 5000 Series GPUs Too](https://www.patreon.com/posts/119081500)
* 1-Click installers for one of the very best Deep Fake / Face Swap app Roop Unleashed for Windows, RunPod and Massed Compute. This app uses Gradio interface and supports live Web Cam replace as well for streams like Google Meeting.

### July 26 - 2025
[SECourses Video and Image Upscaler Pro - STAR - SeedVR2 - Image Upscalers (e.g. 4xUltraSharp, RealESRGAN) - Industry Level Automatic Scene Based Movie Restoration](https://www.patreon.com/posts/134405610)
* This app designed as an industry level video upscaling and restoration mindset, you will see as you use. Entire movies can be upscaled / restored with just 1 click fully automatically. Our image based upscalers supports full batch-size processing which means you can increase processing speed significantly. : https://youtu.be/fTzlQ0tjxj0

### July 14 - 2025
[Ultra Advanced InstantID Gradio APP - Automatic Installers for Windows, RunPod and Massed Compute and Free Kaggle - Using the Very Best ControlNet Xinsir Models](https://www.patreon.com/posts/118469722)
* Ultra advanced InstantID Gradio APP : 0-shot Identity-Preserving Generation in Seconds Gradio APP with latest best Xinsir ControlNet models. We have so many extra features compared to official InstantID APP plus we have 1-click very easy install on Windows, RunPod, Massed Compute and a free Kaggle Account notebook that works perfect

### July 14 - 2025
[From NVIDIA Labs SANA Text-to-Image Model 1-Click Installers for Windows, RunPod, Massed Compute and Free Kaggle Account](https://www.patreon.com/posts/116474081)
* 1-Click installers for NVIDIA Labs SANA (Efficient High-Resolution Image Synthesis with Linear Diffusion Transformer) model with an amazing Gradio APP developed by SECourses. Windows, RunPod, Massed Compute and Kaggle. Pretty lighweight and fast model to use. 1K (1024x1024) : 4 GB GPUs. 2K (2048x2048) : 6 GB GPUs. 4K (4096x4096) : 8 GB GPUs

### July 14 - 2025
[Tencent AI Lab - V-Express Image to Animation Gradio Web APP and 1-Click Installers for Windows, Massed Compute, RunPod and Kaggle](https://www.patreon.com/posts/105251204)
* 1-Click to turn your static image into a full animation talking video either by an input audio or video file via Tencent AI Lab - V-Express - Open Source D-ID and alikes

### July 12 - 2025
[EasyAnimate 1-Click Install Windows, RunPod and Massed Compuıte, Newest SOTA Local Open Source Image-to-Video, Text-to-Video and More](https://www.patreon.com/posts/115888558)
* 1-Click Installers for EasyAnimate. It is literally Runway but Open Source and FREE, Text-to-Video, Image-to-Video (both beginning and ending frame), Video-to-Video, Works on 24 GB GPUs on Windows, supports 960px resolution, supports very long videos with Overlap. Install on Windows, RunPod and Massed Compute

### June 20 - 2025
[OneTrainer Stable Diffusion XL (SDXL) Fine Tuning Best Presets](https://www.patreon.com/posts/96028218)
* Nerogar OneTrainer very best Stable Diffusion XL (SDXL) full fine tuning presets. 8.5 GB GPU is very sufficient and fast. Installers and presets and configs are all updated 20 June 2025. Full step by step tutorial here : https://www.youtube.com/watch?v=0t5l6CP9eBg

### June 15 - 2025
[AuraSR GigaGAN 4x Upscaler Gradio APP, Installers for Windows, RunPod, Massed Compute and free Kaggle Account with Seams Fix and Batch Processing](https://www.patreon.com/posts/121441873)
* 1-Click to install and use locally (Windows) and also popular cloud services famous newest AuraSR GigaGAN 4x upscaler with batch upscaling

### June 11 - 2025
[FramePack Studio Automatic Installer for Windows, RunPod and Massed Compute - Including RTX 5000 Series Support With Pre-Compiled Libraries](https://www.patreon.com/posts/128472621)
* 1 Click auto installers for popular FramePack Studio repo. Install into your local Windows PC or RunPod or Massed Compute 100% automatically. My installers supports RTX 5000 series GPUs as well including older ones like RTX 3000 and 4000 series. All installed into a Python 3.10 VENV 100% isolated.

### June 2 - 2025
[Wan 2.1 Ultra Advanced Gradio APP for - Works as low as 4GB VRAM - 1-Click Installers for Windows, RunPod, Massed Compute - Batch Processing - T2V - I2V - V2V](https://www.patreon.com/posts/123105403)
* 1-Click to install and use the most powerful ever released Image to Video, Text to Video and Video to Video Wan 2.1 Open source model. Public Post to see APP features : https://www.patreon.com/posts/123114193

### May 27 - 2025
[FramePack 1-Click Installers for Windows, RunPod and Massed Compute, Image-to-Video with as Low as 6 GB VRAM and can Generate Up to 120 seconds videos](https://www.patreon.com/posts/126855226)
* 1-Click installers for SOTA image-to-video framework / app FramePack. Install on Windows and use locally or install on RunPod or Massed Compute and scale your speed. The app is more advanced and i keep adding more features. You can see full tutorial here : https://youtu.be/HwMngohRmHg 

### May 24 - 2025
[A Kaggle Notebook to Train Stable Diffusion 1.5 and XL (SDXL) on a Free Kaggle Account with 2x Dual T4 GPU for free by using Kohya GUI](https://www.patreon.com/posts/88397937)
* A Kaggle NoteBook to do Stable Diffusion 1.5 and XL (SDXL) training. Fully supports 2x T4 dual GPU to speed up training. Kohya GUI is used to do DreamBooth / Fine-Tuning and LoRA Trainings.

### May 19 - 2025
[VAST-AI TripoSF 1-Click Windows, RunPod and Massed Compute Installer for a Very Advanced Gradio App - 3D Shape](https://www.patreon.com/posts/126707772)
* 1-Click to installers for VAST-AI-Research TripoSF into your computer and use locally or RunPod or Massed Compute with advanced Gradio App

### May 15 - 2025
[Virtual Try-on (IDM-VTON) 1 Click Installers - Try Any Clothing Immediately On Anyone - Windows - RunPod - Massed Compute - Kaggle - Works even on Object Transfer](https://www.patreon.com/posts/122718239)
* 1 Click installers for IDM-VTON (the one of the very best virtual try on clothing and anything) for Windows, RunPod, Massed Compute and a free Kaggle account. Our app also has extra features compared to official IDVM-VTON. It automatically crops and paste back images and supports quantization and CPU offloading. Public post for more info : https://www.patreon.com/posts/122721073

### May 14 - 2025
[Tencent InstantCharacter 1-Click Installers for Windows, RunPod and Massed Compute, Supports RTX 5000 series as well](https://www.patreon.com/posts/126995127)
* 1-Click to install Tencent InstantCharacter on Windows, RunPod and Massed Compute with more advanced Gradio App. Public post to see what it is : https://www.patreon.com/posts/127007174

### May 1 - 2025
[1-Click Installers for FantasyTalking: Realistic Talking Portrait Generation SECourses App for Windows, RunPod and Massed Compute](https://www.patreon.com/posts/127855145)
* 1-Click installers for ultra advanced FantasyTalking: Realistic Talking Portrait Generation SECourses App for Windows, RunPod, Massed Compute

### April 24 - 2025
[1-Click Windows, RunPod, Massed Compute and Kaggle Installers For SDXL Background Replacement for Product Images - Make Amazing Product Ads For Shopify](https://www.patreon.com/posts/89914747)
* 1-Click Install Shopify Product Background Replacer (Open Source) And Make Amazing Ads Pictures For Your Products On Your Computer With SDXL. We have 1-Click installers for Windows, RunPod, Massed Compute and a ready to run Kaggle Notebook with super model downloading improvement technique as well.

### April 23 - 2025
[IC-Light (Most Advanced 1-Click Relight / Re-Light) 1-Click Installer for Windows, RunPod, Massed Compute & Kaggle Notebook](https://www.patreon.com/posts/119566071)
* 1-click auto installer scripts for IC-Light (Re-Light / Relight any image) for Windows, Massed Compute, RunPod, Linux and a free Kaggle Notebook

### April 20 - 2025
[Free Kaggle Account Notebook for SwarmUI with FLUX, SD 1.5, SDXL & Stable Diffusion 3.5 Large, FLUX, Hunyuan and Dual T4 GPU support](https://www.patreon.com/posts/106650931)
* Use very advanced SwarmUI on a free Kaggle account for free with dual T4 GPU. Fully supports SD 1.5, SDXL, SD3, FLUX, FLUX Tools (Redux, Canny, Depth, Inpainting), Stable Diffusion 3.5 Large, Stable Cascade, Hunyuan, SkyReels, Mochi 1 and more

### March 20 - 2025
[MagicQuill 1-Click Installers for Windows, RunPod and Massed Compute - Amazing and Ultra Fast Inpaint Model](https://www.patreon.com/posts/117326651)
* 1-Click Installer files for MagicQuill app to install on Windows, RunPod and Massed Compute : https://github.com/magic-quill/MagicQuill

### March 18 - 2025
[Invoke AI Latest Version Windows, RunPod and Massed Compute 1-Click Installers](https://www.patreon.com/posts/112912425)
* 1-Click to install latest version of InvokeAI on your Windows computer, on RunPod and on Massed Compute with a super detailed and easy Tutorial video and written scripts. This zip file also has instructions to use the Invoke AI on your Windows Computer browser while running on Massed Compute securely by using PowerShell commands.

### March 16 - 2025
[LivePortrait Upgraded Latest Version Human and Animal Version 1-Click Installers for Windows, RunPod, Massed Compute and a Free Kaggle Account Notebook - Blazing Fast Static Image or Video to Video to Talking and Moving Animation](https://www.patreon.com/posts/119254105)
* 1-Click installers for Latest and improved version of LivePortrait for Windows, RunPod, Massed Compute and a Free Kaggle Account notebook. It supports latest LivePortrait animal v1.1 version.

### March 15 - 2025
[Most Advanced 1-Click DeepFake / FaceSwap App Rope, Rope Live, Rope Alucard and Rope NEXT Installers for Windows and Massed Compute and Linux](https://www.patreon.com/posts/105123768)
* The easiest and most powerful 1-click DeepFake / FaceSwap open source app Rope, Rope Live, Rope Alucard and Rope NEXT installers for Windows, Massed Compute (Cloud), Linux and a lot of configurations and test results shared

### Feburary 25 - 2025
[Gradio APP for Deterministic Text and Graphs Having Images Upscaling based on ImageMagick - Windows, RunPod, Massed Compute](https://www.patreon.com/posts/123071348)
* If you need to upscale images with 100% accurate text preservation this APP is what you need. A Gradio based multi-threaded batch upscaler APP that utilizes ImageMagick with amazing upscale presets. Public Post to see APP features : https://www.patreon.com/posts/123073046

### January 17 - 2025
[1-Click Installers for Most Powerful Vision Model CogVLM V2 and Batch Captioning Images, Install on Windows, RunPod and Massed Compute](https://www.patreon.com/posts/120193330)
* CogVLM 2 is an open source vision model that is par with GPT-4 of OpenAI. This post has 1-Click installers for CogVLM 2 Gradio APP. It installs into Python 3.10 VENV and fully supports Triton and 4-bit quantization. Works amazing and perfect. Has batch processing and many other features. For features, screenshot and more information check this public post : https://www.patreon.com/posts/120195496

### December 11 - 2024
[1-Click Automatic Installers for Hunyuan3D-1 Text to 3D and Image to 3D SOTA Model, Install on Windows, RunPod and Massed Compute](https://www.patreon.com/posts/115412205)
* 1-Click Python venv installers for Hunyuan3D-1.0. The installers support Windows (use locally - works on 24 GB GPUs super fast tested on RTX 3090), RunPod and Massed Compute (use on cloud). Hunyuan3D-1.0: A Unified Framework for Text-to-3D and Image-to-3D Generationr : https://github.com/tencent/Hunyuan3D-1

### December 4 - 2024
[SwarmUI Master Tutorial - Use Stable Diffusion 3.5 Large and FLUX model with Amazing Performance and more](https://www.patreon.com/posts/106135985)
* In this public tutorial post I will share all the necessary stuff regarding how to use SD 1.5, SDXL, Stable Diffusion 3, Stable Diffusion 3.5 Large and FLUX (by Black Forest Labs new SOTA model) on your computer and also on the cloud (Massed Compute, RunPod and a free Kaggle account).

### November 3 - 2024
[OmniGen 1-Click Automatic Installers for Windows, RunPod and Massed Compute](https://www.patreon.com/posts/115233922)
* 1-Click Python venv installers for OmniGen. The installers support Windows (use locally), RunPod and Massed Compute (use on cloud). OmniGen is a unified image generation model that can generate a wide range of images from multi-modal prompts. It is designed to be simple, flexible, and easy to use

### November 1 - 2024
[Perfect Quality Example Model Training Images Dataset - Can Be Used On FLUX, Stable Diffusion 3.5, 3, SDXL, SD 1.5 and Such](https://www.patreon.com/posts/114972274)
* If you are looking for an example model training dataset that is properly prepared, to learn how to prepare and test, this is the dataset! You can use this dataset to train your SD 1.5, SDXL, FLUX, Stable Diffusion 3, Stable Diffusion 3.5 Large models and see how it performs. You can analze this dataset and read the post to understand how to generate your perfect dataset for not only training a person but also a style, an item, and object and such.

### October 31 - 2024
[FLUX De-Distilled and Anti-Bleeding Fine-Tuning / DreamBooth & LoRA Training Experiments - Also Testing CFG Impact for Stylized Images](https://www.patreon.com/posts/114969137)
* Research for fixing FLUX bleeding / mixing problem. Training multiple concepts / subjects. Searching and Testing FLUX De-Distilled models. Aim is preventing model turning entirely into you or training multiple styles, objects, person, items, products at once without getting mixed / bled. 

### October 2 - 2024
[SOTA Image Captioning Scripts For Stable Diffusion: CogVLM, CogVLM V2, Kosmos-2, Qwen-VL, LLaVA, BLIP-2, Clip-Interrogator (115 Clip Vision Models + 5 Caption Models)](https://www.patreon.com/posts/sota-image-for-2-90744385)
* 1-Click installers for Windows and Cloud (RunPod & Massed Compute) collection for LLaVA, Kosmos-2, Blip 2, CLIP Vision, CogVLM V1, CogVLM V2,  Qwen-VL and CLIP Interrogator web APP. All APPs supports batch captioning as well. Amazing fast and easy to use with Gradio.

### September 27 - 2024
[1-Click CogVideoX-5b Image to Video Installers For Windows, RunPod, Massed Compute - SOTA Open Source Model](https://www.patreon.com/posts/112848192)
* 1-Click to install and use CogVideoX-5B SOTA image to guided video generation model on your PC locally or on RunPod and Massed Compute

### September 20 - 2024
[Image Captioning Editor Gradio APP - Edit Your Captions Super Easy Including Batch Editing - For Windows, RunPod and Massed Compute](https://www.patreon.com/posts/108992085)
* Extremely advanced and lots of features having image captioning Gradio APP developed by SECourses. 1-Click to install and run on Windows and also Cloud (RunPod &amp; Massed Compute). Use this application to edit and finalize your Stable Diffusion training dataset image captions.

### September 13 - 2024
[Training a FLUX LoRA with 256 Images Experiments - Full Workflow and Conclusions](https://www.patreon.com/posts/111891669)
* Training a perfect FLUX LoRA that learns even broken teeth details, full body details, full expressions with 256 images experiments

### August 27 - 2024
[FLUX Models 1-Click Auto Downloaders for SwarmUI for Windows, RunPod and Massed Compute](https://www.patreon.com/posts/109289967)
* Auto downloader for FP16, FP8 and quantized FLUX models for Windows, RunPod, Massed Compute with T5 Text Encoder and FLUX VAE

### August 27 - 2024
[1-Click to install on Windows, RunPod and Massed Compute Kohya FLUX LoRA and Fine Tuning Training Full Tutorial For Local Windows and Cloud RunPod and Massed Compute](https://www.patreon.com/posts/110293257)
* Full Research and Development and Configs and Workflows and Grids shared article for FLUX LoRA training. The article contains configs for 8GB, 10GB, 12GB, 16GB, 24GB and 48GB GPUs. The configs even includes 4x GPU setup as well 

### August 23 - 2024
[SOTA Subject Cropper and Face Focused Image Resizer Scripts Do Better Training](https://www.patreon.com/posts/sota-subject-and-88391247)
* State Of The Art (SOTA) Subject Cropper (Zoom Subject Without Quality Loss) and SOTA Image Downscaler To Get Perfect Desired Resolution. These scripts will significantly improve your training quality.

### August 19 - 2024
[ResShift 1-Click Windows, RunPod, Massed Compute, Kaggle Installers with Amazing Gradio APP and Batch Image Processing](https://www.patreon.com/posts/110331752)
* 1-Click installer scripts for ResShift for Windows, RunPod, Massed Compute and Kaggle and a very advanced Gradio app with batch processing. ResShift is Efficient Diffusion Model for Image Super-resolution by Residual Shifting (NeurIPS 2023, Spotlight)

### August 14 - 2024
[Image Folders Merger For Easy Comparison - Merge Images Side by Side - Useful to Compare Upscaling and Such Effect](https://www.patreon.com/posts/110108419)
* A Python script to upscale lower resolution image in folder A and B into higher resolution one without any upscale algorithm and merge them

### July 19 - 2024
[Auto Windows Installer For Würstchen: Fast Diffusion for Image Generation](https://www.patreon.com/posts/auto-windows-for-89265135)
* Install latest Generative AI model Würstchen V2 to your computer with 1 click. Fixed file instead of broken Gradio demo hosted on Hugging Face

### June 24 - 2024
[Fooocus Stable Diffusion Web UI Kaggle NoteBook](https://www.patreon.com/posts/fooocus-stable-94269866)
* Fooocus Stable Diffusion Web UI Free Kaggle Account Notebook. Use SDXL on Kaggle for free like Midjourney without even a computer. This is the way to use almost Midjourney for free.

### June 14 - 2024
[All Amazing Styles Of Fooocus For Automatic1111 SD Web UI and StableSwarmUI also necessary Scripts to generate them](https://www.patreon.com/posts/95143823)
* 275 amazing Fooocus SDXL styles in format of Automatic1111 SD Web UI and also as a Preset for StableSwarmUI with thumbnail preview images. Moreover, full python scripts to generate and update these styles and presets files 
  
### June 13 - 2024
[Find And Move Duplicate or Very Similar Images By Using imagehash - Batch Processing Super Fast](https://www.patreon.com/posts/find-and-move-or-95143007)
* If you want to find duplicate or near duplicate images very fast, this script is what you are looking for. It analyzes the content of images so works amazingly

### June 11 - 2024
[1-Click Installers for CodeFormer: Robust Face Restoration and Enhancement Network, Windows, RunPod, Massed Compute, Linux, Kaggle](https://www.patreon.com/posts/104691847)
* 1-Click auto installers for CodeFormer standalone Gradio APP with advanced features. The installers includes Windows, Massed Compute, Linux, Kaggle and RunPod. You can use on a free Kaggle account as well with our Kaggle notebook. This app also has batch folder processing feature and works many times better than Automatic1111 SD Web UI

### June 7 - 2024
[Massed Compute Automatic1111 and Forge Web UI Installers for ADetailer, ControlNet, TensorRT, Reactor, FaceFusion](https://www.patreon.com/posts/105735932)
* 1-Click installers for latest version of Automatic1111 Web UI, SD Forge Web UI, ControlNet, TensorRT, Reactor, FaceFusion, ADetailer. Moreover, the virtual machine comes by default with OneTrainer, Kohya, Pinokio AI APPs installed and also update them with 1-Click.

### June 6 - 2024
[1 Click Installer for Automatic1111 SD Web UI, SDXL, ControlNet, All ControlNet Models, TensorRT (RTX Accelerator) For RunPod / Any Linux System](https://www.patreon.com/posts/86438018)
* Automatic RunPod (any Linux System) installer script for SDXL and Automatic1111 Web UI. Downloads latest SDXL base with fixed VAE and best SD 1.5 and SDXL models. Moreover it automatically installs and lets you download newest NVIDIA RTX Accelerator - TensorRT which brings 70%+ Speed Up. Moreover, it will automatically install ControlNet and download all available ControlNet models for you. Furthermore, it will auto install After Detailer (ADetailer) and Reactor extensions and latest Torch and xFormers. All these installations are optional and you can install any of them.

### May 27 - 2024
[IP-Adapter-FaceID-PlusV2 - 0 Shot Face Transfer - Auto Installer & Gradio App](https://www.patreon.com/posts/ip-adapter-0-app-95759342)
* 1 Click Auto Install IP-Adapter-FaceID-PlusV2. Use it with an advanced standalone Gradio app. 0 Shot face transfer and generate images. 

### May 25 - 2024
[Run Automatic1111 SD Web UI On A Free Kaggle NoteBook Like In Your PC - Supports SDXL & ControlNet](https://www.patreon.com/posts/run-on-free-like-88714330)
* A Free Kaggle account notebook to use Automatic1111 for free. Supports SDXL, ControlNet, LoRA, trained LoRAs & automatic extension install. Works like you have a very strong computer. Dual 15 GB GPUs, 29 GB RAM provided for free by Kaggle. Auto downloads all of the ControlNet models for both SD 1.5 and SDXL models including even IP Adapter Face ID Plus and InstantID

### May 20 - 2024
[Massed Compute Installers - Upgrade Automatic1111 - Coupon Code - ControlNet - ADetailer - Facefusion - Reactor & More](https://www.patreon.com/posts/101386817)
* Massed Compute Scripts & Coupon Code: A6000 GPU for 31 Cents Per Hour, Automatic1111 SD Web UI, Kohya, OneTrainer, After Detailer (ADetailer), Reactor, Facefusion, Forge & More

### May 16 - 2024
[Stable Cascade 1 Click Installer & Advanced Gradio APP For Windows, Massed Compute, RunPod, Linux & Kaggle](https://www.patreon.com/posts/stable-cascade-1-98410661)
* 1 Click To Install Stable Cascade Model & Use On Your PC or On RunPod or On Massed Compute or Kaggle With Amazing Optimizations (Works on 5GB GPU) & Advanced GUI

### April 28 - 2024
[Fooocus SD Web UI RunPod & Massed Compute Auto Installer - 1 Click - Latest Version](https://www.patreon.com/posts/fooocus-sd-web-1-92759045)
* Automatic installer for Stable Diffusion Fooocus Web UI on RunPod and also Massed Compute. 1 Click. Use Fooocus on RunPod & Massed Compute with all models and features. Latest version. Follow the instructions on the Patreon post.

### April 18 - 2024
[For RunPod - Automatic Kohya SS LoRA Installer](https://www.patreon.com/posts/for-runpod-kohya-84898806)
* This script will automatically install Kohya SS on RunPod. Additionally, I have added after Pod restart script which will fix installation.

### March 22 - 2024
[The Very Best OneTrainer Workflow & Config For SD 1.5 Based Models DreamBooth / Full Fine Tuning](https://www.patreon.com/posts/very-best-config-97381002)
* Download the very best training configuration and learn the workflow for the OneTraine GUI Stable Diffusion trainer & obtain amazing quality. The workflow is discovered after 70 empricial model trainings.

### March 20 - 2024
[Bit-By-Bit Disk & File Verification Software In C#, Fully Multi-Threaded, With Full Source Code - Verify Disk Clone](https://www.patreon.com/posts/76398813)
* This in C# developed application is extremely efficient to verify every bit of cloned disks. It can be also used for file migration/backup verification. Full source code available with pre-compiled exe file. It is fully multi-threaded. 

### Feburary 15 - 2024
[1 Click Auto Windows Installer For Rerender A Video - 1 Click Video To Anime](https://www.patreon.com/posts/89457537)
* Rerender is an amazing new Paper that allows you to turn videos into Anime with 1 click. Auto install scripts and instructions provided here

### Feburary 5 - 2024
[1 Click Auto RunPod Installer For Rerender A Video - 1 Click Video To Anime](https://www.patreon.com/posts/1-click-auto-for-91039997)
* Rerender is an amazing new AI that allows you to turn videos into Anime with 1 click. RunPod auto install scripts and instructions are here.

### January 29 - 2024
[The Very Best Kohya GUI Workflow & Config For SD 1.5 Based Models DreamBooth / Full Fine Tuning](https://www.patreon.com/posts/very-best-kohya-97379147)
* Download the very best training configuration and learn the workflow for the Kohya SS GUI Stable Diffusion trainer & obtain amazing quality. The workflow is discovered after 70 empricial model trainings. 

### January 23 - 2024
[Download 160 Very Best Stable Diffusion 1.5 Based (SD 1.5) Models With 1 Click](https://www.patreon.com/posts/96666744)
* 1 click Download the very best 160+ Stable Diffusion 1.5 models (SD 1.5) from CivitAI and Hugging Face into your PC or RunPod or Cloud.

### January 16 - 2024
[PixArt-alpha (PixArt-α) Automatic Installer For Both Windows And RunPod With Additional Web UI Features](https://www.patreon.com/posts/pixart-alpha-for-93614549)
* Auto installer scripts with an Advanced Web Gradio APP to install and use PIXART-α (PixArt-alpha - SDXL Rival) for both Windows and RunPod. 

### January 14 - 2024
[Tortoise TTS Fast (tortoise-tts-fast) Windows Auto Installer BAT Script](https://www.patreon.com/posts/tortoise-tts-tts-90496485)
* 1 Click installer for tortoise-tts-fast on Windows. It will make its own VENV so will not affect any other AI apps such as Stable Diffusion.

### January 1 - 2024
[Magic Animate Automatic Installer and Video to DensePose Auto Converter For Windows And RunPod](https://www.patreon.com/posts/94098751)
* Automatically install magic-animate on both Windows and RunPod. Also automatically generate DensePose from raw videos via best detectron2. Includes a standalone CodeFormer Gradio Web APP too for improving faces in videos fully automatically.

### December 23 - 2023
[Batch Image Metadata Generator - Extremely Useful For Automatic1111 SD Web UI](https://www.patreon.com/posts/95176238)
* If you want to batch generate Metadata of images with just one click, this is the script you are looking for. Extremely useful for SD Web UI

### December 23 - 2023
[All Amazing Styles Of Fooocus As Automatic1111 SD Web UI Styles File And Styles File Generator](https://www.patreon.com/posts/all-amazing-of-95143823)
* 275 Amazing Fooocus Styles in a single Styles.csv file compatible with Automatic1111 and Styles.csv generator for Fooocus styles folder.

### December 4 - 2023
[Auto Installer For AudioCraft Plus - MusicGen - AudioGen - An All-in-One AudioCraft WebUI](https://www.patreon.com/posts/ai-music-auto-84334460)
* Auto Installer Windows Bat Files For AudioCraft Plus - MusicGen - AudioGen - An All-in-One AudioCraft WebUI - Facebook Research / Audiocraft

### November 27 - 2023
[Massive 4K Resolution Woman & Man Class Ground Truth Stable Diffusion Regularization Images Dataset](https://www.patreon.com/posts/massive-4k-woman-87700469)
* 4K+ resolution 5200 images for each gender Hand Picked Ground Truth Real Man & Woman Regularization Images For Stable Diffusion & SDXL Training - 512px 768px 1024px 1280px 1536px and more

### November 25 - 2023
[SOTA (The Very Best) Image Captioning Models Script For Stable Diffusion And More](https://www.patreon.com/posts/sota-very-best-90744385)
* 1 Click install and use SOTA image captioning models on your computer. Supports 8 bit loading as well. 90+ CLIP Vision and 5+ Caption models. Supports  laion/CLIP-ViT-bigG-14-laion2B-39B-b160k too. Supports total 115 Clip and 5 Caption model combination. 

### November 20 - 2023
[Image Validator Script For Training - Moves Corrupted Images](https://www.patreon.com/posts/image-validator-85618765)
* This attached below script will test each one of your images and moves the ones that are corrupted (breaking training) into another folder. Another script will scan and log but not move.

### November 17 - 2023
[Automatic ControlNet Installer And Downloader For Windows BAT File](https://www.patreon.com/posts/84875387)
* Scripts will clone ControlNet repo and download all of the ControlNet models with SDXL into the correct folder automatically for Windows

### November 12 - 2023
[Gender Classifier - Low Colors & Multiple Face Remover - Stable Diffusion Training Images Preprocessor](https://www.patreon.com/posts/92607385)
* Gender Classifier - Low Colors & Multiple Face Remover - Stable Diffusion Training Images Preprocessor. Utilizes SOTA models and techniques. Supports GPU Retina Face too.

### November 9 - 2023
[Automatic ControlNet Installer / Updater - Model Downloader For RunPod](https://www.patreon.com/posts/84896373)
* This script will update ControlNet extension to its latest version and also automatically download all model files of ControlNet

### November 6 - 2023
[Auto Installer Bat Files For Automatic1111 & DreamBooth Extension On Windows](https://www.patreon.com/posts/auto-installer-84773926)
* Included BAT script files will clone and install fully automatically Automatic1111 SD Web UI and DreamBooth extension for you on Windows.

### October 28 - 2023
[RunPod Auto DreamBooth Extension Of Automatic1111 Web UI & Latest Libraries Installer Script](https://www.patreon.com/posts/runpod-auto-84716845)
* This script will install working version of DreamBooth extension of Automatic1111 Web UI fully automatically for you on RunPod. 

### October 24 - 2023
[Automatic1111 Web UI Google Colab NoteBook With All ControlNet Models And More](https://www.patreon.com/posts/automatic1111-ui-89288738)
* Automatic1111 Web UI Google Colab Notebook With All ControlNet Models, SDXL Model, Best SD 1.5 Model, LoRA Download Example, Upscaler, SDXL LoRAs, SDXL ControlNet All Models & More

### October 5 - 2023
[Amazing Prompt List For DreamBooth or LoRA Trained Stable Diffusion XL (SDXL) & SD 1.5 Based Models](https://www.patreon.com/posts/amazing-prompt-1-90346033)
* Specially crafted very best Stable Diffusion XL (SDXL) + SD 1.5 based models prompt list for DreamBooth and LoRA trained models.

### September 14 - 2023
[Google Colab Notebook For Würstchen: Fast Diffusion for Image Generation](https://www.patreon.com/posts/google-colab-for-89280042)
* Würstchen V2 model on a free Google Colab Notebook with instructions. Super quality Generative AI like Stable Diffusion XL (SDXL) but faster

### September 12 - 2023
[How To Start Multiple Automatic1111 Web UI And Kohya Training On A Single Pod](https://www.patreon.com/posts/how-to-start-web-89150521)
* Download webui-user.sh and relauncher.py files and follow instructions to start multiple Automatic1111 on different GPUs on a  single RunPod

### August 13 - 2023
[Convert Very Long X/Y/Z Plot Output Images Into Square Grids](https://www.patreon.com/posts/convert-very-x-y-87608128)
* A script to convert very long X/Y/Z Plot image into a chunked Square Grid Image. Examples are attached.

### August 8 - 2023
[1 Click RunPodCTL Installer .bat File - Script](https://www.patreon.com/posts/1-click-bat-file-87505171)
* 1 Click installer for runpodctl. runpodctl is super fast to upload and download files between pod to pc, pc to pod and pod to pod.

### August 1 - 2023
[How To Get Amazing Prompts With ChatGPT For Stable Diffusion](https://www.patreon.com/posts/how-to-get-with-87038686)
* How to Utilize free ChatGPT to write unlimited number of different prompts for Stable Diffusion models. 540 prompts attached

### July 29 - 2023
[SDXL Kohya LoRA Training With 12 GB VRAM Having GPUs - Tested On RTX 3060](https://www.patreon.com/posts/sdxl-kohya-lora-86817035)
* How to do SDXL Kohya LoRA training with 12 GB VRAM having GPUs. Rank 8, 16, 32, 64, 96 VRAM usages are tested and shown. Config provided

### July 27 - 2023
[How To Fix Artifacts In The SDXL 1.0 VAE - Hidden Watermark System](https://www.patreon.com/posts/86736816)
* How to get rid off embedded watermarking system in SDXL 1.0 VAE. We will use new VAE. How to use proper VAE with SDXL for best quality.

### July 12 - 2023
[1k Resolution Class Images & Direct SDXL Download Links](https://www.patreon.com/posts/1k-resolution-85976249)
* 1024x1024 Pixels Class Images (From Real Pictures) For Amazing Realism For SDXL and Direct SDXL 0.9 and 1.0 Download Links (Official Source)

### July 10 - 2023
[Auto SDXL RunPod Installer Script - 1 Click ](https://www.patreon.com/posts/auto-sdxl-runpod-85845581)
* 1 Click SDXL Installer Script for RunPod. Working amazing. Use high VRAM GPUs for amazing speed. You don't need token I did set it for you.

### July 6 - 2023
[Auto Installer Script (.bat) Files For Stable Diffusion XL (SDXL) On Your PC](https://www.patreon.com/posts/auto-installer-85678961)
* Attached script files will automatically download and install SD-XL 0.9 into your computer and let you use SDXL locally for free as you wish

### July 4 - 2023
[Best Settings For The END of Photography - Use AI to Make Your Own Studio Photos, FREE Via DreamBooth Training](https://www.patreon.com/posts/best-settings-of-85192985)
* Screenshots of best settings for : The END of Photography - Use AI to Make Your Own Studio Photos, FREE Via DreamBooth Training

### June 21 - 2023
[How to fix Roop (insightface error) - cannot open include file: 'stdio.h': No such file or directory](https://www.patreon.com/posts/how-to-fix-roop-84932008)
* This post will show you how to fix insightface wheel compiling error when installing Roop on Windows. 'stdio.h': No such file or directory

### June 20 - 2023
[Auto Installer Bat File For Latest cuDNN dll files & How To Manually Install & Update](https://www.patreon.com/posts/auto-installer-84830198)
* Attached bat file will automatically download 8.9.2.26 cuDNN dll files and replace the ones that comes with default Torch installation 

### June 16 - 2023
[Core i7 10700F vs Core i9 13900K](https://www.patreon.com/posts/core-i7-10700f-84640971)
* Core i7 10700F vs Core i9 13900K results are shown in the image. Alternatively you can watch the youtube video to see them.

### June 9 - 2023
[2 Pre-Processing Scripts And 3 Datasets Of Processed Class Images For Popular Models](https://www.patreon.com/posts/84292083)
* Video Tutorial for this post : https://youtu.be/olX1mySE8HA. Batch preprocess images. Removes multiple-face, black & white, NSWF. Free datasets 

### June 6 - 2023
[Mind-Blowing Deepfake Tutorial: Turn Anyone into Your Favorite Movie Star! PC & Google Colab - roop](https://www.patreon.com/posts/mind-blowing-pc-84169579)
* Full video of: Mind-Blowing Deepfake Tutorial: Turn Anyone into Your Favorite Movie Star! PC & Google Colab - roop

### June 4 - 2023
[4K 2700 Real Class Images + Auto Cropping Script](https://www.patreon.com/posts/4k-2700-real-84053021)
* 4K res 2700 Class / Reg raw images. Subject auto cropper script. Included 512, 640, 768, 960, 1024px prepared. Can be used for fine-tuning

### May 28 - 2023
[How To Generate Very Long Text To Speech For Free On Cloud, e.g. Audiobook](https://www.patreon.com/posts/how-to-generate-83649203)
* Generate a very long text to speech with a single click on cloud for free. Example Audiobook  : https://www.youtube.com/watch?v=5dSiuBjVcdk

### May 8 - 2023
[Voice Clone Tutorial Scripts](https://www.patreon.com/posts/voice-clone-82712205)
* As shown in the tutorial video, the scripts I have developed make voice cloning and text-to-speech synthesis much easier and more efficient.

### April 30 - 2023
[Enhanced DeepFloyd-IF Kaggle Notebook File](https://www.patreon.com/posts/enhanced-if-file-82253574)
* Enhanced DeepFloyd-IF Kaggle Notebook File as shown in the tutorial video.

### April 26 - 2023
[Realistic Vision V2 - 2071 classification / regularization images](https://www.patreon.com/posts/realistic-vision-82085317)
* Realistic Vision V2 - 2071 classification / regularization images

### April 26 - 2023
[Kohya SS LoRA Amazing Studio Quality Photoshoot Tutorial PDF](https://www.patreon.com/posts/kohya-ss-lora-82085260)
* The attached PDF file will be updated once the tutorial is finished and published.

### April 18 - 2023
[Kandinsky 2.1 For FREE Google Colab Account - Save in Drive, Batch Processing, Dynamic Prompting](https://www.patreon.com/posts/82085260)
* Kohya SS Tutorial as PDF file

### April 11 - 2023
[Summary And Conclusions of RTX 3090 vs RTX 3060 Ultimate Showdown for Stable Diffusion, ML, AI & Video Rendering Performance](https://www.patreon.com/posts/summary-and-of-81374648)
* You can download the summary, discoveries and the conclusions PDF file of the video : https://youtu.be/lgP1LNnaUaQ RTX 3090 vs RTX 3060 Ulti 

### April 6 - 2023
[Kandinsky 2 Tutorial And Script](https://www.patreon.com/posts/kandinsky-2-and-81107231)
* The tutorial link is here : https://youtu.be/dYt9xJ7dnpU My modified improved notebook file is attached. I may update it time to time. This 

### April 6 - 2023
[Custom Style Teached New Model](https://www.patreon.com/posts/custom-style-new-81107154)
* This is a custom model that I have trained a certain style as you see in the picture. You can use it as you wish.

### April 2 - 2023
[How To Quickly Upload Your RunPod Files To Google Drive](https://www.patreon.com/posts/how-to-quickly-80924234)
* By using the following Google Colab Notebook link you can very quickly upload your files (e.g. models or folders) to your Google Drive.

### March 27 - 2023
[10598 Aesthetic and 6080 Photo Of Man classification images](https://www.patreon.com/posts/10598-aesthetic-80588052)
* You can download from below links 10598 aesthetic and 6080 photo of classification images. You can use these images as regularization / clas

### March 22 - 2023
[Midjourney Level Style Trained Model](https://www.patreon.com/posts/midjourney-level-80356527)
* This is the video tutorial : https://youtu.be/m-UVVY_syP0 . Safetensors model file below. This model do not include myself - only style 

### March 19 - 2023
[Style Teaching & Aesthetic Dataset](https://www.patreon.com/posts/style-teaching-80233878)
* 2858 Style training images dataset prepared by me with the following words and certain prompt usage : https://drive.google.com/file/d/1A

### January 28 - 2023
[How To Achieve Synchronization In C# While Doing Async Await Multithreaded Programming - .NET Core](https://www.patreon.com/posts/how-to-achieve-c-77858916)
* Thank you so much for supporting us. Source code available in attachments. 

### xformers need to be updated posts time to time
* https://github.com/FurkanGozukara/stable-diffusion-xl-demo

## SUper Amazing and Ultra Important Public Articles

* [Solving Invalid credentials in Authorization header error when downloading models from Hugging Face](https://www.patreon.com/posts/126964686)

* [Multi-GPU FLUX Full Fine Tuning Experiments and Requirements on RunPod and Conclusions - Used 2x A100 - 80 GB GPUs](https://www.patreon.com/posts/112494682)

* [Single Block / Layer FLUX LoRA Training Research Results and LoRA Network Alpha Change Impact With LoRA Network Rank Dimension](https://www.patreon.com/posts/110879657)

* [How to Extract LoRA from FLUX Fine Tuning / DreamBooth Training Full Tutorial and Comparison Between Fine Tuning vs Extraction vs LoRA Training](https://www.patreon.com/posts/112335162)

* [How to Convert Your Trained FLUX, Stable Diffusion 3.5, SDXL and Other LoRAs Into FP8 and FP16 to Save Huge Space With Kohya GUI](https://www.patreon.com/posts/115376830)

* [System Resource Monitor - Monitor your RAM and VRAM usage live - useful to track resource usage of Apps - especially AI apps](https://www.patreon.com/posts/116539881)

* [Solving CUDA and C++ Tools Compiling Errors Once and For All for Python AI Applications](https://www.patreon.com/posts/111553210)
* * If you are using AI applications and installed software like InsightFace, XPose which you need to compile on your PC, you know that accurate CUDA and C++ tools is a nightmare. This post will help you to understand the fundamental concepts and fix your issues.
 
* [How to Get Installation Logs and How to Change Hugging Face Cache Folder](https://www.patreon.com/posts/108419878)
* * Installation logs helps me to identify any problems that you encounter. It is mandatory for you to send me so I can see the cause of the error. Hugging Face cache folder is where the AI models automatically downloaded in some of the open source AI applications. It is very important since many AI projects uses the Hugging Face set cache folder.

* [Full Workflow For Newbie Stable Diffusion Trainers For SD 1.5 Models & SDXL Models Training With DreamBooth & LoRA](https://www.patreon.com/posts/full-workflow-sd-98620163)
* * If you are new to Stable Diffusion and want to learn easily to train it with very best possible results, this article is prepared for this purpose with everything you need.
