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@ -31,50 +31,57 @@ some time:
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[sd-v1-4.ckpt (4.27 GB)](https://huggingface.co/CompVis/stable-diffusion-v-1-4-original/blob/main/sd-v1-4.ckpt)
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and note where you have saved it (probably the Downloads folder)
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While that is downloading, open Terminal and run the following commands one at a
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time.
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While that is downloading, open a Terminal and run the following commands:
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```{ .bash .annotate }
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# install brew (and Xcode command line tools):
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```bash title="install brew (and Xcode command line tools)"
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/bin/bash -c \
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"$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/HEAD/install.sh)"
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```
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# Now there are two different routes to get the Python (miniconda) environment
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# up and running:
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#
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# 1. Alongside pyenv
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# 2. No pyenv
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#
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# If you don't know what we are talking about, choose 2.
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!!! quote "Conda Installation"
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Now there are two different ways to set up the Python (miniconda) environment:
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# NOW EITHER DO
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# 1. Installing alongside pyenv
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1. Standalone
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2. with pyenv
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If you don't know what we are talking about, choose Standalone
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brew install pyenv-virtualenv # (1)
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pyenv install anaconda3-2022.05
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pyenv virtualenv anaconda3-2022.05
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eval "$(pyenv init -)"
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pyenv activate anaconda3-2022.05
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=== "Standalone"
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# OR,
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# 2. Installing standalone
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# install cmake and rust:
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brew install cmake rust
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```bash
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# install cmake and rust:
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brew install cmake rust
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```
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# install miniconda for M1 arm64:
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curl https://repo.anaconda.com/miniconda/Miniconda3-latest-MacOSX-arm64.sh \
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-o Miniconda3-latest-MacOSX-arm64.sh
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/bin/bash Miniconda3-latest-MacOSX-arm64.sh
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=== "M1 arm64"
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# OR install miniconda for Intel:
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curl https://repo.anaconda.com/miniconda/Miniconda3-latest-MacOSX-x86_64.sh \
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-o Miniconda3-latest-MacOSX-x86_64.sh
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/bin/bash Miniconda3-latest-MacOSX-x86_64.sh
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```bash
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# install miniconda for M1 arm64:
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curl https://repo.anaconda.com/miniconda/Miniconda3-latest-MacOSX-arm64.sh \
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-o Miniconda3-latest-MacOSX-arm64.sh
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/bin/bash Miniconda3-latest-MacOSX-arm64.sh
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```
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=== "Intel x86_64"
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# EITHER WAY,
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# continue from here
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```bash
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# OR install miniconda for Intel:
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curl https://repo.anaconda.com/miniconda/Miniconda3-latest-MacOSX-x86_64.sh \
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-o Miniconda3-latest-MacOSX-x86_64.sh
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/bin/bash Miniconda3-latest-MacOSX-x86_64.sh
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```
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=== "with pyenv"
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```bash
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brew install pyenv-virtualenv # you might already have this installed, no problem
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pyenv install anaconda3-2022.05
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pyenv virtualenv anaconda3-2022.05
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eval "$(pyenv init -)"
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pyenv activate anaconda3-2022.05
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```
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```{.bash .annotate}
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# clone the repo
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git clone https://github.com/lstein/stable-diffusion.git
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cd stable-diffusion
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@ -84,45 +91,55 @@ cd stable-diffusion
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# create symlink to checkpoint
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mkdir -p models/ldm/stable-diffusion-v1/
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PATH_TO_CKPT="$HOME/Downloads" # (2)
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PATH_TO_CKPT="$HOME/Downloads" # (1)
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ln -s "$PATH_TO_CKPT/sd-v1-4.ckpt" \
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models/ldm/stable-diffusion-v1/model.ckpt
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# install packages for arm64
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PIP_EXISTS_ACTION=w CONDA_SUBDIR=osx-arm64 \
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conda env create \
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-f environment-mac.yaml
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conda activate ldm
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```
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# OR install packages for x86_64
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PIP_EXISTS_ACTION=w CONDA_SUBDIR=osx-x86_64 \
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conda env create \
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-f environment-mac.yaml
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conda activate ldm
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1. or wherever you saved sd-v1-4.ckpt
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!!! quote "Please install the propper package for your Architecture:"
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=== "M1 arm64"
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```bash
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PIP_EXISTS_ACTION=w CONDA_SUBDIR=osx-arm64 \
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conda env create \
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-f environment-mac.yaml \
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&& conda activate ldm
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```
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=== "Intel x86_64"
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```bash
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PIP_EXISTS_ACTION=w CONDA_SUBDIR=osx-x86_64 \
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conda env create \
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-f environment-mac.yaml \
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&& conda activate ldm
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```
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```{.bash .annotate}
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# only need to do this once
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python scripts/preload_models.py
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# run SD!
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python scripts/dream.py --full_precision # (3)
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# now you can run SD in CLI mode
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python scripts/dream.py --full_precision # (1)
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# or run the web interface!
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python scripts/dream.py --web
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```
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1. you might have this from before, no problem
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2. or wherever you saved sd-v1-4.ckpt
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3. half-precision requires autocast and won't work
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The original scripts should work as well.
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```bash
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# The original scripts should work as well.
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python scripts/orig_scripts/txt2img.py \
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--prompt "a photograph of an astronaut riding a horse" \
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--plms
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```
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1. half-precision requires autocast which is unfortunatelly incompatible
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---
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Note:
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```bash
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