comfyanonymous
9d4f62e30d
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.
2024-06-11 23:27:39 -04:00
comfyanonymous
917810a2c6
Load the SD3 T5xxl model in the same dtype stored in the checkpoint.
2024-06-11 17:03:26 -04:00
comfyanonymous
c7e715e64a
Support multiple text encoder configurations on SD3.
2024-06-11 13:14:43 -04:00
comfyanonymous
cc2f32af2c
SD3 Support.
2024-06-10 14:06:23 -04:00
comfyanonymous
93094050bb
Remove some unused imports.
2024-05-27 19:08:27 -04:00
comfyanonymous
ae31a1b885
Fix issue with lowvram mode breaking model saving.
2024-05-11 21:55:20 -04:00
comfyanonymous
c655ec59dc
Remove warnings that confuse people.
2024-05-09 05:29:42 -04:00
comfyanonymous
d90e593478
Make the load checkpoint with config function call the regular one.
...
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.
2024-05-06 20:04:39 -04:00
comfyanonymous
e7cd70ed48
Don't init a VAE model when there are no VAE weights.
2024-04-24 09:20:31 -04:00
comfyanonymous
918d7520c3
Support VAE without quant_conv.
2024-04-18 21:05:33 -04:00
comfyanonymous
ef332e5355
Support properly saving CosXL checkpoints.
2024-04-08 00:36:22 -04:00
comfyanonymous
46e5a518c3
Change log levels.
...
Logging level now defaults to info. --verbose sets it to debug.
2024-03-11 13:54:56 -04:00
comfyanonymous
35d0fd9a5d
Replace prints with logging and add --verbose argument.
2024-03-10 12:14:23 -04:00
comfyanonymous
3a1175858f
Support loading old CLIP models saved with CLIPSave.
2024-02-25 08:29:12 -05:00
comfyanonymous
766b45c2c1
Always return unprojected pooled output for gligen.
2024-02-25 07:33:13 -05:00
comfyanonymous
9e5c5a0ad3
Move text projection into the CLIP model code.
...
Fix issue with not loading the SSD1B clip correctly.
2024-02-25 01:41:08 -05:00
comfyanonymous
4575a1c500
Some cleanups to how the text encoders are loaded.
2024-02-19 10:46:30 -05:00
comfyanonymous
217e660839
Support loading the Stable Cascade effnet and previewer as a VAE.
...
The effnet can be used to encode images for img2img with Stage C.
2024-02-19 04:10:01 -05:00
comfyanonymous
b102d65c41
StableCascade CLIP model support.
2024-02-16 13:29:04 -05:00
comfyanonymous
deebc95781
Stable Cascade Stage C.
2024-02-16 10:55:08 -05:00
comfyanonymous
ce56ca3f9d
Stable Cascade Stage A.
2024-02-16 06:30:39 -05:00
comfyanonymous
0fc2468c50
Don't init the CLIP model when the checkpoint has no CLIP weights.
2024-02-13 00:01:08 -05:00
comfyanonymous
6444e0a073
Put VAE key name in model config.
2024-01-30 02:24:38 -05:00
comfyanonymous
2f33a09886
Cleanup some unused imports.
2024-01-21 21:51:22 -05:00
comfyanonymous
8739736c6e
Add unfinished ImageOnlyCheckpointSave node to save a SVD checkpoint.
...
This node is unfinished, SVD checkpoints saved with this node will
work with ComfyUI but not with anything else.
2024-01-17 19:46:21 -05:00
comfyanonymous
7629685d08
Add support for the stable diffusion x4 upscaling model.
...
This is an old model.
Load the checkpoint like a regular one and use the new
SD_4XUpscale_Conditioning node.
2024-01-03 03:37:56 -05:00
comfyanonymous
5e3372d45c
Refactor VAE code.
...
Replace constants with downscale_ratio and latent_channels.
2024-01-02 13:24:34 -05:00
comfyanonymous
d8d085f2f9
Add dtype parameter to VAE object.
2023-12-12 12:03:29 -05:00
comfyanonymous
f64ac62540
Use faster manual cast for fp8 in unet.
2023-12-11 18:24:44 -05:00
comfyanonymous
63349484b8
Make --gpu-only put intermediate values in GPU memory instead of cpu.
2023-12-08 02:35:45 -05:00
comfyanonymous
dc15d6da73
Use smart model management for VAE to decrease latency.
2023-11-28 04:58:51 -05:00
comfyanonymous
5b12f320a8
Add a function to load a unet from a state dict.
2023-11-27 17:41:29 -05:00
comfyanonymous
5e4d60a231
Support SVD img2vid model.
2023-11-23 19:41:33 -05:00
comfyanonymous
d752c5f236
Make VAE memory estimation take dtype into account.
2023-11-22 18:17:19 -05:00
comfyanonymous
212bb0e108
Allow model config to preprocess the vae state dict on load.
2023-11-21 16:29:18 -05:00
comfyanonymous
eeceef948d
Add taesd and taesdxl to VAELoader node.
...
They will show up if both the taesd_encoder and taesd_decoder or taesdxl
model files are present in the models/vae_approx directory.
2023-11-21 12:54:19 -05:00
comfyanonymous
c013b8e94c
Add some command line arguments to store text encoder weights in fp8.
...
Pytorch supports two variants of fp8:
--fp8_e4m3fn-text-enc (the one that seems to give better results)
--fp8_e5m2-text-enc
2023-11-17 02:56:59 -05:00
comfyanonymous
6e99d21369
Print leftover keys when using the UNETLoader.
2023-11-07 22:15:55 -05:00
comfyanonymous
cdfb16b654
Allow model or clip to be None in load_lora_for_models.
2023-11-01 20:27:20 -04:00
comfyanonymous
9533904e39
Fix checkpoint loader with config.
2023-10-27 22:13:55 -04:00
comfyanonymous
d4bc91d58f
Support SSD1B model and make it easier to support asymmetric unets.
2023-10-27 14:45:15 -04:00
comfyanonymous
23abd3ec84
Fix some potential issues.
2023-10-18 19:48:36 -04:00
comfyanonymous
459787f78f
Make VAE code closer to sgm.
2023-10-17 15:18:51 -04:00
comfyanonymous
728139a5b9
Refactor code so model can be a dtype other than fp32 or fp16.
2023-10-13 14:41:17 -04:00
comfyanonymous
4456b4d137
load_checkpoint_guess_config can now optionally output the model.
2023-10-06 13:48:18 -04:00
City
ee2d8e46e1
Fix quality loss due to low precision
2023-10-04 15:40:59 +02:00
comfyanonymous
c59ff7dc9b
Print missing VAE keys.
2023-09-28 00:54:57 -04:00
comfyanonymous
ccc2f830d7
Add ldm format support to UNETLoader.
2023-09-11 16:36:50 -04:00
comfyanonymous
e68beb56e4
Support SDXL inpaint models.
2023-09-01 15:22:52 -04:00
comfyanonymous
2c2ba07ff2
Fix "Load Checkpoint with config" node.
2023-08-29 23:58:32 -04:00
