How to Run and Convert Stable Diffusion Diffusers (.bin Weights) & Dreambooth Models to CKPT File

Playlist of Stable Diffusion Tutorials, #Automatic1111 and Google Colab Guides, DreamBooth, Textual Inversion / Embedding, LoRA, AI Upscaling, Pix2Pix, Img2Img:

In this video, I am step by step explaining how to convert these .bin training weight / model files into a .ckpt file to use in Automatic1111 Web UI and other interfaces. Furthermore, I am explaining how to use generated #ckpt file to teach your face or new subjects into this model by DreamBooth.

Stable Diffusion - Dreambooth - txt2img - img2img - Embedding - Hypernetwork - AI Image Upscale Playlist :

Torch install pip command : conda install pytorch torchvision torchaudio pytorch-cuda=11.7 -c pytorch -c nvidia

If you already have installed Torch but without CUDA, run this command twice and reinstall as above: pip3 uninstall torch

Installing #diffusers : pip install diffusers

Move to c drive in Git Bash : cd c:

0:00 How to run Stable Diffusion Diffuser (.bin / weight) models
0:41 How to install Visual Studio Community edition and Python
1:26 How to compose a Visual Studio Python project
2:40 How to install necessary libraries in a Visual Studio Python project such as CUDA enabled/compiled PyTorch, Torch, Diffusers, Transformers
5:43 How to install Accelerate in a Visual Studio Python project
6:04 How to run / start Hugging Face Diffusers or any type Hugging Face Python project inside a Visual Studio Python project
9:12 How to convert Stable Diffusion Diffuser project / model into a ckpt file
10:00 How to download / clone entire repository of a Hugging Face model while preserving its structure and file names by using Git Bash
14:04 How to load generated ckpt file into the Automatic1111 web UI application
16:13 We generated our first artworks of lambdalabs/dreambooth-avatar
16:29 How to teach your own face to lambdalabs/dreambooth-avatar model by DreamBooth to generate your avatar portrait artwork
17:59 How to join our Discord channel to get help and support us on Patreon

Text Transformer AI

Text Transformer AI is an advanced machine learning model that is designed to analyze and transform text in a variety of ways. This technology has numerous applications, including language translation, text summarization, and even creative writing. With Text Transformer AI, creative professionals can quickly and easily generate written content that is grammatically correct, engaging, and on-brand.

One of the most exciting applications of Text Transformer AI is in the field of generative art. By feeding the model with text prompts, the model can generate a wide range of images and artwork. This technology is particularly useful for artists who want to explore new ideas and concepts but may not have the necessary technical skills to create the artwork themselves. With Text Transformer AI, they can simply provide a few keywords, and the model will do the rest.

Image Generation

Image Generation is another exciting technology that is transforming the creative industry. With this technology, AI models can create realistic and visually stunning images from scratch. This has numerous applications, including virtual fashion design, architecture, and even filmmaking.

CLIP

Finally, we have CLIP, a machine learning model that is designed to understand the relationship between images text.

[SECourses]

Please join discord, mention me and ask me any questions. Thank you for like, subscribe, share and Patreon support. I am open to private consulting with Patreon subscription.
Prompt used for thumbnail

portrait photo of (keanu reeves), ((avatarart style)), cinematic, 8k, hdr

Negative prompt:

grotesque, unsightly, misshapen, deformed, mangled, awkward, distorted, twisted, contorted, misshapen, lopsided, malformed, asymmetrical, irregular, unnatural, botched, mangled, mutilated, disfigured, unsightly, ugly, offensive, repulsive, revolting, ghastly, hideous, unappealing, terrible, awful, frightful, odious, loathsome, revolting, obnoxious, detestable, hateful, repugnant, sickening, vile, abhorrent, contemptible, execrable, loathsome, detestable, repellent, disgusting, revolting, loathsome, distasteful, abominable, ugly, tiling, poorly drawn hands, poorly drawn feet, poorly drawn face, out of frame, extra limbs, disfigured, deformed, body out of frame, blurry, bad anatomy, blurred, watermark, grainy, signature, cut off, draft, amateur, multiple, gross, weird, uneven, furnishing, decorating, decoration, furniture, text, poor, low, basic, worst, juvenile, unprofessional, failure, crayon, oil, nude, sex, label, thousand hands

Steps: 20, Sampler: Euler a, CFG scale: 8.5, Seed: 1037995724, Size: 512x512, Model hash: f5efb57d

[xeon]

hey, i by mistake renamed checkpoint ckpt models. then stable diffusion generated new hash for my models. now my model not working ... giving me some weight dictionary error... any idea on how to solve it. please

[adriangpuiu]

freaking dream booth got updated again, the interface got changed again. I used to be a cmd line guy but now im to old to type that much. by the way...whats wrong with pycharm ?

[touchdownchef]

Hi I have just used dreambooth train. but it doen't make ckpt file even though I selected option to make ckpt file while those training. they just make check point file "bin" I train 4 concept at the same time. it makes only check point. not ckpt file. Please fix this problem.

[OtakuDoctor]

can you please upload and share the ckpt for the model ? thanks