📋 Model Description

image</a> Hits</a>
Patreon</a> BuyMeACoffee</a> Furkan Gözükara Medium</a> Codio</a> Furkan Gözükara Medium</a>

YouTube Channel</a> Furkan Gözükara LinkedIn</a> Udemy</a> Twitter Follow Furkan Gözükara</a>

Expert-Level Tutorials on Generative AI

Hello everyone. I am Dr. Furkan Gözükara. I am a PhD Computer Engineer working as an asistant professor + full time Generative AI researcher + developer + tutorials maker

SECourses is a dedicated YouTube channel for the following topics : Tech, AI, News, Science, Robotics, Singularity, ComfyUI, SwarmUI, ML, Artificial Intelligence, Humanoid Robots, Wan 2.2, FLUX, Krea, Qwen Image, VLMs, Stable Diffusion, SDXL, SeedVR2, TOPAZ, SUPIR, ChatGPT, Gemini, LLMs, Claude, Coding, Agents, Agentic, Animation, Deep Fakes, Fooocus, ControlNet, RunPod, Massed Compute, Windows, Hardware, Inpainting, Cloud, Kaggle, Colab, Automatic1111, SD Web UI, TensorRT, DreamBooth, LoRA, Training, Fine Tuning, Kohya, OneTrainer, Upscale, 3D, Musubi Tuner, Tutorials, Qwen Image Edit, Image Upscaling, Video Upscaling, TTS, Voice Training, Text-to-Speech, Text-to-Music, Image2Image, Text2Video, Video2Video, Style Transfer, Style Training, FLUX Kontext, Face Swap, Lip Sync, Text-to-3D, Avatar Generation, 3D Generation, AGI, Prompt Engineering, Engineering, Gradio, CUDA, GGUF, Quantization, GPT-5, Whisper and more

Our Platform Links

#### 1️⃣ SECourses YouTube (48,000+ subscribers) a must follow one ⤵️
#### 1️⃣ https://www.youtube.com/@SECourses


#### 2️⃣ SECourses Patreon (25,000+ subscribers) a must follow one ⤵️
#### 2️⃣ https://www.patreon.com/c/SECourses

#### 3️⃣ SECourses Discord (10,000+ members) a must join one ⤵️
#### 3️⃣ https://discord.com/servers/software-engineering-courses-secourses-772774097734074388

#### LinkedIn : https://www.linkedin.com/in/furkangozukara

#### Twitter : https://twitter.com/GozukaraFurkan

#### Linktr : https://linktr.ee/FurkanGozukara

#### Google Scholar : https://scholar.google.com/citations?user=2KAUsAAAAJ&hl=en

#### Mastodon : https://mastodon.social/@furkangozukara


#### Our 2,500+ Stars GitHub Stable Diffusion and other tutorials repo ⤵️
#### https://github.com/FurkanGozukara/Stable-Diffusion

Regarding This Repository

I am keeping this list up-to-date. I got upcoming new awesome video ideas. Trying to find time to do that.

I am open to any criticism you have. I am constantly trying to improve the quality of my tutorial guide videos. Please leave comments with both your suggestions and what you would like to see in future videos.

All videos have manually fixed subtitles and properly prepared video chapters. You can watch with these perfect subtitles or look for the chapters you are interested in.

Since my profession is teaching, I usually do not skip any of the important parts. Therefore, you may find my videos a little bit longer.

Playlist link on YouTube: Stable Diffusion Tutorials, Automatic1111 Web UI & Google Colab Guides, DreamBooth, Textual Inversion / Embedding, LoRA, AI Upscaling, Video to Anime

Tutorial Videos
1. How To Install Python, Setup Virtual Environment VENV, Set Default Python System Path & Install Git
image</a>		2. Easiest Way to Install & Run Stable Diffusion Web UI on PC by Using Open Source Automatic Installer
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3. How to use Stable Diffusion V2.1 and Different Models in the Web UI - SD 1.5 vs 2.1 vs Anything V3
image</a>		4. Zero To Hero Stable Diffusion DreamBooth Tutorial By Using Automatic1111 Web UI - Ultra Detailed
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5. DreamBooth Got Buffed - 22 January Update - Much Better Success Train Stable Diffusion Models Web UI
image</a>		6. How to Inject Your Trained Subject e.g. Your Face Into Any Custom Stable Diffusion Model By Web UI
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7. How To Do Stable Diffusion LORA Training By Using Web UI On Different Models - Tested SD 1.5, SD 2.1
image</a>		8. 8 GB LoRA Training - Fix CUDA & xformers For DreamBooth and Textual Inversion in Automatic1111 SD UI
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9. How To Do Stable Diffusion Textual Inversion (TI) / Text Embeddings By Automatic1111 Web UI Tutorial
image</a>		10. How To Generate Stunning Epic Text By Stable Diffusion AI - No Photoshop - For Free - Depth-To-Image
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11. How to Run and Convert Stable Diffusion Diffusers (.bin Weights) & Dreambooth Models to CKPT File
image</a>		12. Forget Photoshop - How To Transform Images With Text Prompts using InstructPix2Pix Model in NMKD GUI
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13. Transform Your Selfie into a Stunning AI Avatar with Stable Diffusion - Better than Lensa for Free
image</a>		14. Stable Diffusion Google Colab, Continue, Directory, Transfer, Clone, Custom Models, CKPT SafeTensors
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15. Become A Stable Diffusion Prompt Master By Using DAAM - Attention Heatmap For Each Used Token - Word
image</a>		16. Transform Your Sketches into Masterpieces with Stable Diffusion ControlNet AI - How To Use Tutorial
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17. Sketches into Epic Art with 1 Click: A Guide to Stable Diffusion ControlNet in Automatic1111 Web UI
image</a>		18. Ultimate RunPod Tutorial For Stable Diffusion - Automatic1111 - Data Transfers, Extensions, CivitAI
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19. How To Install DreamBooth & Automatic1111 On RunPod & Latest Libraries - 2x Speed Up - cudDNN - CUDA
!image](https://youtu.be/cS2kFAefTQ)		20. Fantastic New ControlNet OpenPose Editor Extension & Image Mixing - Stable Diffusion Web UI Tutorial
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21. Automatic1111 Stable Diffusion DreamBooth Guide: Optimal Classification Images Count Comparison Test
image</a>		22. Epic Web UI DreamBooth Update - New Best Settings - 10 Stable Diffusion Training Compared on RunPods
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23. New Style Transfer Extension, ControlNet of Automatic1111 Stable Diffusion T2I-Adapter Color Control
image</a>		24. Generate Text Arts & Fantastic Logos By Using ControlNet Stable Diffusion Web UI For Free Tutorial
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25. How To Install New DREAMBOOTH & Torch 2 On Automatic1111 Web UI PC For Epic Performance Gains Guide
image</a>		26. Training Midjourney Level Style And Yourself Into The SD 1.5 Model via DreamBooth Stable Diffusion
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27. Video To Anime - Generate An EPIC Animation From Your Phone Recording By Using Stable Diffusion AI
image</a>		28. Midjourney Level NEW Open Source Kandinsky 2.1 Beats Stable Diffusion - Installation And Usage Guide
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29. RTX 3090 vs RTX 3060 Ultimate Showdown for Stable Diffusion, ML, AI & Video Rendering Performance
image</a>		30. Generate Studio Quality Realistic Photos By Kohya LoRA Stable Diffusion Training - Full Tutorial
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31. DeepFloyd IF By Stability AI - Is It Stable Diffusion XL or Version 3? We Review and Show How To Use
image</a>		32. How To Find Best Stable Diffusion Generated Images By Using DeepFace AI - DreamBooth / LoRA Training
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33. Mind-Blowing Deepfake Tutorial: Turn Anyone into Your Favorite Movie Star! PC & Google Colab - roop
image</a>		34. Stable Diffusion Now Has The Photoshop Generative Fill Feature With ControlNet Extension - Tutorial
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35. Human Cropping Script & 4K+ Resolution Class / Reg Images For Stable Diffusion DreamBooth / LoRA
image</a>		36. Stable Diffusion 2 NEW Image Post Processing Scripts And Best Class / Regularization Images Datasets
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37. How To Use Roop DeepFake On RunPod Step By Step Tutorial With Custom Made Auto Installer Script
image</a>		38. Zero to Hero ControlNet Tutorial: Stable Diffusion Web UI Extension - Complete Feature Guide
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39. The END of Photography - Use AI to Make Your Own Studio Photos, FREE Via DreamBooth Training
image</a>		40. How To Use Stable Diffusion XL (SDXL 0.9) On Google Colab For Free
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41. Stable Diffusion XL (SDXL) Locally On Your PC - 8GB VRAM - Easy Tutorial With Automatic Installer
image</a>		42. How To Use SDXL On RunPod Tutorial. Auto Installer & Refiner & Amazing Native Diffusers Based Gradio
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43. ComfyUI Master Tutorial - Stable Diffusion XL (SDXL) - Install On PC, Google Colab (Free) & RunPod
image</a>		44. First Ever SDXL Training With Kohya LoRA - Stable Diffusion XL Training Will Replace Older Models
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45. How To Use SDXL in Automatic1111 Web UI - SD Web UI vs ComfyUI - Easy Local Install Tutorial / Guide
image</a>		46. How to use Stable Diffusion X-Large (SDXL) with Automatic1111 Web UI on RunPod - Easy Tutorial
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47. Become A Master Of SDXL Training With Kohya SS LoRAs - Combine Power Of Automatic1111 & SDXL LoRAs
image</a>		48. How To Do SDXL LoRA Training On RunPod With Kohya SS GUI Trainer & Use LoRAs With Automatic1111 UI
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49. How to Do SDXL Training For FREE with Kohya LoRA - Kaggle - NO GPU Required - Pwns Google Colab
image</a>		50. How Use Stable Diffusion, SDXL, ControlNet, LoRAs For FREE Without A GPU On Kaggle Like Google Colab
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51. Turn Videos Into Animation With Just 1 Click - ReRender A Video Tutorial - Installer For Windows
image</a>		52. Turn Videos Into Animation / 3D Just 1 Click - ReRender A Video Tutorial - Installer For RunPod
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53. Double Your Stable Diffusion Inference Speed with RTX Acceleration TensorRT: A Comprehensive Guide
image</a>		54. How to Install & Run TensorRT on RunPod, Unix, Linux for 2x Faster Stable Diffusion Inference Speed
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55. SOTA Image PreProcessing Scripts For Stable Diffusion Training - Auto Subject Crop & Face Focus
image</a>		56. Fooocus Stable Diffusion Web UI - Use SDXL Like You Are Using Midjourney - Easy To Use High Quality
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57. How To Do Stable Diffusion XL (SDXL) DreamBooth Training For Free - Utilizing Kaggle - Easy Tutorial
image</a>		58. PIXART-α : First Open Source Rival to Midjourney - Better Than Stable Diffusion SDXL - Full Tutorial
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59. Essential AI Tools and Libraries: A Guide to Python, Git, C++ Compile Tools, FFmpeg, CUDA, PyTorch
image</a>		60. MagicAnimate: Temporally Consistent Human Image Animation using Diffusion Model - Full Tutorial
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61. Instantly Transfer Face By Using IP-Adapter-FaceID: Full Tutorial & GUI For Windows, RunPod & Kaggle
image</a>		62. Detailed Comparison of 160+ Best Stable Diffusion 1.5 Custom Models & 1 Click Script to Download All
image</a>
63. SUPIR: New SOTA Open Source Image Upscaler & Enhancer Model Better Than Magnific & Topaz AI Tutorial
image</a>		64. Full Stable Diffusion SD & XL Fine Tuning Tutorial With OneTrainer On Windows & Cloud - Zero To Hero
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65. Improve Stable Diffusion Prompt Following & Image Quality Significantly With Incantations Extension
image</a>		66. Complete Guide to SUPIR Enhancing and Upscaling Images Like in Sci-Fi Movies on Your PC
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67. IDM-VTON: The Most Amazing Virtual Clothing Try On Application - Open Source - 1 Click Install & Use
image</a>		68. IDM-VTON: The Most Amazing Virtual Clothing Try On Application - RunPod - Massed Compute - Kaggle
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69. Stable Cascade Full Tutorial for Windows - Predecessor of SD3 - 1-Click Install Amazing Gradio APP
image</a>		70. Stable Cascade Full Tutorial for Cloud - Predecessor of SD3 - Massed Compute, RunPod & Kaggle
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71. How to Download (wget) Models from CivitAI & Hugging Face (HF) & upload into HF including privates
image</a>		72. Testing Stable Diffusion Inference Performance with Latest NVIDIA Driver including TensorRT ONNX
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73. Mind-Blowing Deepfake Tutorial: Turn Anyone into Your Fav Movie Star! Better than Roop & Face Fusion
image</a>		74. Best Deepfake Open Source App ROPE - So Easy To Use Full HD Feceswap DeepFace, No GPU Required Cloud
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75. V-Express: 1-Click AI Avatar Talking Heads Video Animation Generator - D-ID Alike - Free Open Source
image</a>		76. V-Express 1-Click AI Talking Avatar Generator - Like D-ID - Massed Compute, RunPod & Kaggle Guide
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77. Zero to Hero Stable Diffusion 3 Tutorial with Amazing SwarmUI SD Web UI that Utilizes ComfyUI
image</a>		78. How to Use SwarmUI & Stable Diffusion 3 on Cloud Services Kaggle (free), Massed Compute & RunPod
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79. Animate Static Photos into Talking Videos with LivePortrait AI Compose Perfect Expressions Fast
image</a>		80. LivePortrait: No-GPU Cloud Tutorial - RunPod, MassedCompute & Free Kaggle Account - Animate Images
image</a>
81. Kling AI Video is FINALLY Public (All Countries), Free to Use and MIND BLOWING - Full Tutorial
image</a>		82. FLUX: The First Ever Open Source txt2img Model Truly Beats Midjourney & Others - FLUX is Awaited SD3
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83. SUPIR Online - Ultimate Image Upscaler by Official Developers - Full Tutorial - SUPIR 2 Incoming
image</a>		84. FLUX LoRA Training Simplified: From Zero to Hero with Kohya SS GUI (8GB GPU, Windows) Tutorial Guide
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85. Blazing Fast & Ultra Cheap FLUX LoRA Training on Massed Compute & RunPod Tutorial - No GPU Required!
image</a>		86. Invoke AI Full Install and Run Tutorial for Windows, RunPod and Massed Compute - 1-Click Easy Guide
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87. How to Install Python, CUDA, cuDNN, C++ Build Tools, FFMPEG & Git Tutorial for AI Applications
image</a>		88. How to Use MimicPC Full Tutorial - Run Best AI APPs in Your Browser Through MimicPC Servers
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89. How To Enable VPN For Only A Single APP With Cloudflare Zero Trust Free Warp VPN - Split Tunneling
image</a>		90. FLUX Full Fine-Tuning / DreamBooth Training Master Tutorial for Windows, RunPod & Massed Compute
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91. Stable Diffusion 3.5 Large How To Use Tutorial With Best Configuration and Comparison With FLUX DEV
image</a>		92. How To Use Mochi 1 Open Source Video Generation Model On Your Windows PC, RunPod and Massed Compute
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93. FLUX Tools Outpainting, Inpainting (Fill), Redux, Depth & Canny Ultimate Tutorial Guide with SwarmUI
image</a>		94. Best Open Source Image to Video Generator CogVideoX1.5-5B-I2V Step by Step Windows & Cloud Tutorial
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95. SANA: Ultra HD Fast Text to Image Model from NVIDIA Step by Step Tutorial on Windows, Cloud & Kaggle
image</a>		96. NVIDIA SANA 4K: Mind-Blowing 16MP Text-to-Image AI Model Runs on 8GB GPUs - Game-Changing Tech
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97. MSI RTX 5090 TRIO FurMark Benchmarking + Overclocking + Noise Testing and Comparing with RTX 3090 TI
image</a>		98. RTX 5090 Tested Against FLUX DEV, SD 3.5 Large, SD 3.5 Medium, SDXL, SD 1.5, AMD 9950X + RTX 3090 TI
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99. SwarmUI free Kaggle Account Notebook Full Tutorial - SD 1.5, SDXL, SD 3.5, FLUX, Hunyuan, SkyReels
image</a>		100. How ChatGPT (LLMs) Works - Excellent Graphical Illustration Video
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101. Wan 2.1 AI Video Model: Ultimate Step-by-Step Tutorial for Windows & Affordable Private Cloud Setup
image</a>		102. Ultra Advanced Wan 2.1 App Updates & Famous Squish Effect to Generate Squishing Videos Locally
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103. MMAudio from Sony AI Full Tutorial - Open Source AI Audio Generator for Videos, Images and Text
image</a>		104. FramePack Full Tutorial: 1-Click to Install on Windows - Up to 120 Second Image-to-Videos with 6GB
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105. Master Local AI Art & Video Generation with SwarmUI (ComfyUI Backend): The Ultimate 2025 Tutorial
image</a>		106. Step by Step TRELLIS Tutorial to Generate Amazing High-Quality 3D Assets from Static Images Locally
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107. Transfer Any Clothing Into A New Person & Turn Any Person Into A 3D Figure - ComfyUI Tutorial
image</a>		108. Wan 2.1 Text-to-Video T2V & Image-to-Video I2V Tutorial for SwarmUI with CausVid LoRA Extreme Speed
image</a>
109. SwarmUI Teacache Full Tutorial With Very Best Wan 2.1 I2V & T2V Presets - ComfyUI Used as Backend
image</a>		110. VEO 3 FLOW Full Tutorial - How To Use VEO3 in FLOW Guide
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111. CausVid LoRA V2 of Wan 2.1 Brings Massive Quality Improvements, Better Colors and Saturation
image</a>		112. Hi3DGen Full Tutorial With Ultra Advanced App to Generate the Very Best 3D Meshes from Static Images
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113. Ultimate ComfyUI & SwarmUI on RunPod Tutorial with Addition RTX 5000 Series GPUs & 1-Click to Setup
image</a>		114. WAN 2.1 FusionX is the New Best of Local Video Generation with Only 8 Steps + FLUX Upscaling Guide
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115. FLUX Kontext Dev Detailed Local Windows How To Tutorial - Better Than ChatGPT & Gemini Image Editing
image</a>		116. MultiTalk Full Tutorial With 1-Click Installer - Make Talking and Singing Videos From Static Images
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117. MultiTalk Levelled Up - Way Better Animation Compared to Before with New Workflows - Image to Video
image</a>		118. SECourses Video and Image Upscaler Pro STAR vs TOPAZ StarLight vs Image Based Best Upscalers
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119. Wan 2.2 & FLUX Krea Full Tutorial - Automated Install - Ready Perfect Presets - SwarmUI with ComfyUI
image</a>		120. Qwen Image Dominates Text-to-Image: 700+ Tests Reveal Why It's Better Than FLUX - Presets Published
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121. Wan 2.2, FLUX & Qwen Image Upgraded: Ultimate Tutorial for Open Source SOTA Image & Video Gen Models
image</a>		122. Qwen Image Edit Full Tutorial: 26 Different Demo Cases, Prompts & Images, Pwns FLUX Kontext Dev
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123. Nano Banana (Gemini 2.5 Flash Image) Full Tutorial - 27 Unique Cases vs Qwen Image Edit - Free 2 Use
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📂 GGUF File List

📁 Filename 📦 Size ⚡ Download
Qwen_Image_Edit_GGUF_Q4_K_M.gguf
Recommended LFS Q4
12.17 GB Download
Qwen_Image_Edit_GGUF_Q5_1.gguf
LFS Q5
14.33 GB Download
Qwen_Image_Edit_GGUF_Q6_K.gguf
LFS Q6
15.67 GB Download
Qwen_Image_Edit_GGUF_Q8_0.gguf
LFS Q8
20.27 GB Download
Wan2.1_14b_FusionX_Image_to_Video_GGUF_Q4_K_M.gguf
LFS Q4
10.1 GB Download
Wan2.1_14b_FusionX_Image_to_Video_GGUF_Q5_K_M.gguf
LFS Q5
11.41 GB Download
Wan2.1_14b_FusionX_Image_to_Video_GGUF_Q6_K.gguf
LFS Q6
12.8 GB Download
Wan2.1_14b_FusionX_Image_to_Video_GGUF_Q8.gguf
LFS
16.44 GB Download
flux1_krea_dev_BF16_Q4_1.gguf
LFS Q4
7.02 GB Download
flux1_krea_dev_BF16_Q5_1.gguf
LFS Q5
8.4 GB Download
flux1_krea_dev_BF16_Q6_K.gguf
LFS Q6
9.17 GB Download
flux1_krea_dev_BF16_Q8_0.gguf
LFS Q8
11.84 GB Download
qwen-image-Q4_1.gguf
LFS Q4
11.96 GB Download
qwen-image-Q5_1.gguf
LFS Q5
14.33 GB Download
qwen-image-Q6_K.gguf
LFS Q6
15.67 GB Download
qwen-image-Q8_0.gguf
LFS Q8
20.27 GB Download
umt5-xxl-encoder-F16.gguf
LFS FP16
10.59 GB Download
umt5-xxl-encoder-F32.gguf
LFS
21.17 GB Download
umt5-xxl-encoder-Q3_K_M.gguf
LFS Q3
2.85 GB Download
umt5-xxl-encoder-Q3_K_S.gguf
LFS Q3
2.66 GB Download
umt5-xxl-encoder-Q4_K_M.gguf
LFS Q4
3.4 GB Download
umt5-xxl-encoder-Q4_K_S.gguf
LFS Q4
3.26 GB Download
umt5-xxl-encoder-Q5_K_M.gguf
LFS Q5
3.86 GB Download
umt5-xxl-encoder-Q5_K_S.gguf
LFS Q5
3.77 GB Download
umt5-xxl-encoder-Q6_K.gguf
LFS Q6
4.35 GB Download
umt5-xxl-encoder-Q8_0.gguf
LFS Q8
5.63 GB Download
wan2.1-i2v-14b-720p-BF16.gguf
LFS FP16
31 GB Download
wan2.1-i2v-14b-720p-F16.gguf
LFS FP16
31 GB Download
wan2.1-i2v-14b-720p-Q3_K_M.gguf
LFS Q3
8 GB Download
wan2.1-i2v-14b-720p-Q3_K_S.gguf
LFS Q3
7.38 GB Download
wan2.1-i2v-14b-720p-Q4_0.gguf
LFS Q4
9.54 GB Download
wan2.1-i2v-14b-720p-Q4_1.gguf
LFS Q4
10.32 GB Download
wan2.1-i2v-14b-720p-Q4_K_M.gguf
LFS Q4
10.56 GB Download
wan2.1-i2v-14b-720p-Q4_K_S.gguf
LFS Q4
9.72 GB Download
wan2.1-i2v-14b-720p-Q5_0.gguf
LFS Q5
11.42 GB Download
wan2.1-i2v-14b-720p-Q5_1.gguf
LFS Q5
12.2 GB Download
wan2.1-i2v-14b-720p-Q5_K_M.gguf
LFS Q5
11.87 GB Download
wan2.1-i2v-14b-720p-Q5_K_S.gguf
LFS Q5
11.26 GB Download
wan2.1-i2v-14b-720p-Q6_K.gguf
LFS Q6
13.26 GB Download
wan2.1-i2v-14b-720p-Q8_0.gguf
LFS Q8
16.9 GB Download
wan21_i2v_480p_14B_Q8.gguf
LFS
16.9 GB Download