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InvokeAI/configs/models.yaml

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add ability to specify location of config file (models.yaml)
2022-09-03 15:36:04 +00:00
# This file describes the alternative machine learning models
minor fixes to inpaint code 1. If tensors are passed to inpaint as init_image and/or init_mask, then the post-generation image fixup code will be skipped. 2. Post-generation image fixup will work with either a black and white "L" or "RGB" mask, or an "RGBA" mask.
2022-10-23 02:28:54 +00:00
# available to the dream script.
add ability to specify location of config file (models.yaml)
2022-09-03 15:36:04 +00:00
#
# To add a new model, follow the examples below. Each
# model requires a model config file, a weights file,
# and the width and height of the images it
# was trained on.
Create models.yaml models.yaml can serve as a base for expanding our support for other versions of Latent/Stable Diffusion. Contained are parameters for default width/height, as well as where to find the config and weights for this model. Adding a new model is as simple as adding to this file.
2022-09-01 18:02:57 +00:00
stable-diffusion-1.4:
minor fixes to inpaint code 1. If tensors are passed to inpaint as init_image and/or init_mask, then the post-generation image fixup code will be skipped. 2. Post-generation image fixup will work with either a black and white "L" or "RGB" mask, or an "RGBA" mask.
2022-10-23 02:28:54 +00:00
config: configs/stable-diffusion/v1-inference.yaml
weights: models/ldm/stable-diffusion-v1/model.ckpt
inpainting fix per PR #1218 - This is a merge of the final version of PR #1218 "Inpainting Improvements" Various merge conflicts made it easier to commit directly. Author: Kyle0654 Co-Author: lstein
2022-10-24 02:52:32 +00:00
# vae: models/ldm/stable-diffusion-v1/vae-ft-mse-840000-ema-pruned.ckpt
minor fixes to inpaint code 1. If tensors are passed to inpaint as init_image and/or init_mask, then the post-generation image fixup code will be skipped. 2. Post-generation image fixup will work with either a black and white "L" or "RGB" mask, or an "RGBA" mask.
2022-10-23 02:28:54 +00:00
description: Stable Diffusion inference model version 1.4
width: 512
height: 512
minor cleanups - change default model back to 1.4 - remove --fnformat from canonicalized dream prompt arguments (not needed for image reproducibility) - add -tm to canonicalized dream prompt arguments (definitely needed for image reproducibility)
2022-10-26 12:29:56 +00:00
default: true
add support for runwayML custom inpainting model This is still a work in progress but seems functional. It supports inpainting, txt2img and img2img on the ddim and k* samplers (plms still needs work, but I know what to do). To test this, get the file `sd-v1-5-inpainting.ckpt' from https://huggingface.co/runwayml/stable-diffusion-inpainting and place it at `models/ldm/stable-diffusion-v1/sd-v1-5-inpainting.ckpt` Launch invoke.py with --model inpainting-1.5 and proceed as usual. Caveats: 1. The inpainting model takes about 800 Mb more memory than the standard 1.5 model. This model will not work on 4 GB cards. 2. The inpainting model is temperamental. It wants you to describe the entire scene and not just the masked area to replace. So if you want to replace the parrot on a man's shoulder with a crow, the prompt "crow" may fail. Try "man with a crow on shoulder" instead. The symptom of a failed inpainting is that the area will be erased and replaced with background. 3. This has not been tested well. Please report bugs.
2022-10-25 14:45:12 +00:00
inpainting-1.5:
description: runwayML tuned inpainting model v1.5
weights: models/ldm/stable-diffusion-v1/sd-v1-5-inpainting.ckpt
config: configs/stable-diffusion/v1-inpainting-inference.yaml
# vae: models/ldm/stable-diffusion-v1/vae-ft-mse-840000-ema-pruned.ckpt
width: 512
height: 512
further improvements to model loading - code for committing config changes to models.yaml now in module rather than in invoke script - model marked "default" is now loaded if model not specified on command line - uncache changed models when edited, so that they reload properly - removed liaon from models.yaml and added stable-diffusion-1.5
2022-10-21 04:28:54 +00:00
stable-diffusion-1.5:
minor fixes to inpaint code 1. If tensors are passed to inpaint as init_image and/or init_mask, then the post-generation image fixup code will be skipped. 2. Post-generation image fixup will work with either a black and white "L" or "RGB" mask, or an "RGBA" mask.
2022-10-23 02:28:54 +00:00
config: configs/stable-diffusion/v1-inference.yaml
weights: models/ldm/stable-diffusion-v1/v1-5-pruned-emaonly.ckpt
inpainting fix per PR #1218 - This is a merge of the final version of PR #1218 "Inpainting Improvements" Various merge conflicts made it easier to commit directly. Author: Kyle0654 Co-Author: lstein
2022-10-24 02:52:32 +00:00
# vae: models/ldm/stable-diffusion-v1/vae-ft-mse-840000-ema-pruned.ckpt
minor fixes to inpaint code 1. If tensors are passed to inpaint as init_image and/or init_mask, then the post-generation image fixup code will be skipped. 2. Post-generation image fixup will work with either a black and white "L" or "RGB" mask, or an "RGBA" mask.
2022-10-23 02:28:54 +00:00
description: Stable Diffusion inference model version 1.5
width: 512
height: 512
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