69c8d6d8a6
Single and dual clip loader nodes support SD3.
...
You can use the CLIPLoader to use the t5xxl only or the DualCLIPLoader to
use CLIP-L and CLIP-G only for sd3.
9 months ago
0e49211a11
Load the SD3 T5xxl model in the same dtype stored in the checkpoint.
9 months ago
5889b7ca0a
Support multiple text encoder configurations on SD3.
9 months ago
8c4a9befa7
SD3 Support.
9 months ago
0920e0e5fe
Remove some unused imports.
9 months ago
e1489ad257
Fix issue with lowvram mode breaking model saving.
10 months ago
93e876a3be
Remove warnings that confuse people.
10 months ago
c61eadf69a
Make the load checkpoint with config function call the regular one.
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I was going to completely remove this function because it is unmaintainable
but I think this is the best compromise.
The clip skip and v_prediction parts of the configs should still work but
not the fp16 vs fp32.
10 months ago
8dc19e40d1
Don't init a VAE model when there are no VAE weights.
10 months ago
c59fe9f254
Support VAE without quant_conv.
10 months ago
30abc324c2
Support properly saving CosXL checkpoints.
11 months ago
0ed72befe1
Change log levels.
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Logging level now defaults to info. --verbose sets it to debug.
12 months ago
65397ce601
Replace prints with logging and add --verbose argument.
12 months ago
ca7c310a0e
Support loading old CLIP models saved with CLIPSave.
1 year ago
c2cb8e889b
Always return unprojected pooled output for gligen.
1 year ago
1cb3f6a83b
Move text projection into the CLIP model code.
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Fix issue with not loading the SSD1B clip correctly.
1 year ago
d91f45ef28
Some cleanups to how the text encoders are loaded.
1 year ago
3b2e579926
Support loading the Stable Cascade effnet and previewer as a VAE.
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The effnet can be used to encode images for img2img with Stage C.
1 year ago
97d03ae04a
StableCascade CLIP model support.
1 year ago
f83109f09b
Stable Cascade Stage C.
1 year ago
5e06baf112
Stable Cascade Stage A.
1 year ago
38b7ac6e26
Don't init the CLIP model when the checkpoint has no CLIP weights.
1 year ago
da7a8df0d2
Put VAE key name in model config.
1 year ago
4871a36458
Cleanup some unused imports.
1 year ago
d76a04b6ea
Add unfinished ImageOnlyCheckpointSave node to save a SVD checkpoint.
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This node is unfinished, SVD checkpoints saved with this node will
work with ComfyUI but not with anything else.
1 year ago
a7874d1a8b
Add support for the stable diffusion x4 upscaling model.
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This is an old model.
Load the checkpoint like a regular one and use the new
SD_4XUpscale_Conditioning node.
1 year ago
5eddfdd80c
Refactor VAE code.
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Replace constants with downscale_ratio and latent_channels.
1 year ago
824e4935f5
Add dtype parameter to VAE object.
1 year ago
ba07cb748e
Use faster manual cast for fp8 in unet.
1 year ago
9ac0b487ac
Make --gpu-only put intermediate values in GPU memory instead of cpu.
1 year ago
983ebc5792
Use smart model management for VAE to decrease latency.
1 year ago
c45d1b9b67
Add a function to load a unet from a state dict.
1 year ago
871cc20e13
Support SVD img2vid model.
1 year ago
410bf07771
Make VAE memory estimation take dtype into account.
1 year ago
6a491ebe27
Allow model config to preprocess the vae state dict on load.
1 year ago
cd4fc77d5f
Add taesd and taesdxl to VAELoader node.
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They will show up if both the taesd_encoder and taesd_decoder or taesdxl
model files are present in the models/vae_approx directory.
1 year ago
0cf4e86939
Add some command line arguments to store text encoder weights in fp8.
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Pytorch supports two variants of fp8:
--fp8_e4m3fn-text-enc (the one that seems to give better results)
--fp8_e5m2-text-enc
1 year ago
0a6fd49a3e
Print leftover keys when using the UNETLoader.
1 year ago
2455aaed8a
Allow model or clip to be None in load_lora_for_models.
1 year ago
2a134bfab9
Fix checkpoint loader with config.
1 year ago
6ec3f12c6e
Support SSD1B model and make it easier to support asymmetric unets.
1 year ago
430a8334c5
Fix some potential issues.
1 year ago
d44a2de49f
Make VAE code closer to sgm.
1 year ago
9a55dadb4c
Refactor code so model can be a dtype other than fp32 or fp16.
1 year ago
72188dffc3
load_checkpoint_guess_config can now optionally output the model.
1 year ago
9bfec2bdbf
Fix quality loss due to low precision
1 year ago
71713888c4
Print missing VAE keys.
1 year ago
7d401ed1d0
Add ldm format support to UNETLoader.
1 year ago
7931ff0fd9
Support SDXL inpaint models.
2 years ago
fe4c07400c
Fix "Load Checkpoint with config" node.
2 years ago
comfyanonymous
City