BRAND NEW Stable Diffusion 2 Model | Local Installation | Tutorial | Manual Command Line Prompting
Want to learn how to train Stable Diffusion with your own subjects instead? Watch my past tutorial which uses the past Stable Diffusion 1.4 model and AUTOMATIC1111's awesome Web UI here: https://www.youtube.com/watch?v=Ho5cjrNAXrs
THE NEW STABLE DIFFUSION 2 MODELS ARE HOT AND READY!
WALKTHROUGH:
Get Python version 3.9:
https://www.python.org/downloads/release/python-390/
Get Git:
https://git-scm.com/downloads
=========================================
Get Stable Diffusion dependencies:
1. Get OpenCV with PIP:
pip install opencv-python
2. Get NumPy with PIP:
pip install numpy
~~~~~~~~~~~~~~
3. Get PyTorch with PIP:
----- 3A. (need to modify registry first to enable long paths):
HKEY_LOCAL_MACHINE\SYSTEM\CurrentControlSet\Control\FileSystem
Set LongPathsEnabled to 1
----- 3B. (check CUDA version to get the correct PyTorch):
NVIDIA Control Panel - Help - System Information - Components
https://pytorch.org/get-started/locally/
~~~~~~~~~~~~~~
4. Get PyTorch Lighting with PIP:
pip install pytorch-lightning
5. Get OmegaConf with PIP:
pip install omegaconf
6. Get TQDM with PIP:
pip install TQDM
7. Get EINOPS with PIP:
pip install einops
8. Get watermarking modules with PIP:
pip install imwatermark
pip install invisible-watermark
9. Get Transformers with PIP:
pip install transformers
10. Get Open Clip with PIP:
pip install open_clip_torch
=========================================
Get Stable Diffusion base files (by cloning the repository):
https://github.com/Stability-AI/stablediffusion
Get the new Stable Diffusion 2 model checkpoints (via download link):
512 - https://huggingface.co/stabilityai/stable-diffusion-2-base/blob/main/512-base-ema.ckpt
768 - https://huggingface.co/stabilityai/stable-diffusion-2/blob/main/768-v-ema.ckpt
=========================================
11. Initiate the LDM environment:
pip install -e .
=========================================
GENERATE ART WITH THE NEW MODELS:
PROMPTING GUIDE: https://www.assemblyai.com/blog/how-to-run-stable-diffusion-locally-to-generate-images/
512px generation sample prompt:
python scripts/txt2img.py --prompt "a professional photograph of an astronaut riding a horse" --ckpt C:\STABLEDIFFUSION2\stablediffusion\models\512model.ckpt --H 512 --W 512 --steps 30 --seed -1 --n_samples 1 --n_iter 1
768px generation sample prompt:
python scripts/txt2img.py --prompt "a professional photograph of an astronaut riding a horse" --ckpt C:\STABLEDIFFUSION2\stablediffusion\models\768model.ckpt --config configs/stable-diffusion/v2-inference-v.yaml --H 768 --W 768
=========================================
Thank you so much for watching, listening to, and supporting my content!
- Mike Yeah
© YebbaProductions
-
LIVE
Total Horse Channel
2 days ago2024 100x Reining Classic | Sunday 9:00 am EST
2,117 watching -
1:23:52
The Front
6 hours agoLibya's Writhing Collapse into Anarchy: Was NATO Intervention Justified? | Untangling Africa #18
4.85K2 -
14:49
ErmzPlays
22 hours agoBlack Myth: Wukong Isn't What You Think
8.33K4 -
29:05
Brewzle
1 day agoI Found the Most Unique Liquor Store Ever in St. Louis, MO
4.06K4 -
7:48
Dr. Nick Zyrowski
1 day agoHow To Improve Your Memory - Untold Brain Secrets!
5.22K -
1:42:04
Squaring The Circle, A Randall Carlson Podcast
1 day ago#017 Unsealing the Apocalypse - Squaring the Circle: A Randall Carlson Podcast
6.15K8 -
20:20
Clownfish TV
11 hours agoAn $8,000 Daily Fine for TWEETING from Brazil After X Ban?!
6.15K10 -
31:36
The Tom Renz Show
13 hours agoSinner & Saint: Father, Help Me To Live Truthfully and With Integrity
5.42K2 -
59:05
Uncommon Sense In Current Times
13 hours ago"How do we maximize creativity in the classroom!"
5.85K3 -
31:35
hickok45
5 hours agoSunday Shoot-a-Round # 244
4.39K16