Jacob Segal
12627ca75a
Add a command-line argument to enable variants
...
This allows the use of nodes that have sockets of type '*' without
applying a patch to the code.
2024-02-14 21:06:53 -08:00
Jacob Segal
e4e20d79b2
Allow input_info to be of type None
2024-02-14 21:04:50 -08:00
Jacob Segal
36b2214e30
Execution Model Inversion
...
This PR inverts the execution model -- from recursively calling nodes to
using a topological sort of the nodes. This change allows for
modification of the node graph during execution. This allows for two
major advantages:
1. The implementation of lazy evaluation in nodes. For example, if a
"Mix Images" node has a mix factor of exactly 0.0, the second image
input doesn't even need to be evaluated (and visa-versa if the mix
factor is 1.0).
2. Dynamic expansion of nodes. This allows for the creation of dynamic
"node groups". Specifically, custom nodes can return subgraphs that
replace the original node in the graph. This is an incredibly
powerful concept. Using this functionality, it was easy to
implement:
a. Components (a.k.a. node groups)
b. Flow control (i.e. while loops) via tail recursion
c. All-in-one nodes that replicate the WebUI functionality
d. and more
All of those were able to be implemented entirely via custom nodes,
so those features are *not* a part of this PR. (There are some
front-end changes that should occur before that functionality is
made widely available, particularly around variant sockets.)
The custom nodes associated with this PR can be found at:
https://github.com/BadCafeCode/execution-inversion-demo-comfyui
Note that some of them require that variant socket types ("*") be
enabled.
2024-01-28 20:48:42 -08:00
comfyanonymous
89507f8adf
Remove some unused imports.
2024-01-25 23:42:37 -05:00
Dr.Lt.Data
05cd00695a
typo fix - calculate_sigmas_scheduler ( #2619 )
...
self.scheduler -> scheduler_name
Co-authored-by: Lt.Dr.Data <lt.dr.data@gmail.com>
2024-01-23 03:47:01 -05:00
comfyanonymous
4871a36458
Cleanup some unused imports.
2024-01-21 21:51:22 -05:00
comfyanonymous
78a70fda87
Remove useless import.
2024-01-19 15:38:05 -05:00
comfyanonymous
d76a04b6ea
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
f9e55d8463
Only auto enable bf16 VAE on nvidia GPUs that actually support it.
2024-01-15 03:10:22 -05:00
comfyanonymous
2395ae740a
Make unclip more deterministic.
...
Pass a seed argument note that this might make old unclip images different.
2024-01-14 17:28:31 -05:00
comfyanonymous
53c8a99e6c
Make server storage the default.
...
Remove --server-storage argument.
2024-01-11 17:21:40 -05:00
comfyanonymous
977eda19a6
Don't round noise mask.
2024-01-11 03:29:58 -05:00
comfyanonymous
10f2609fdd
Add InpaintModelConditioning node.
...
This is an alternative to VAE Encode for inpaint that should work with
lower denoise.
This is a different take on #2501
2024-01-11 03:15:27 -05:00
comfyanonymous
1a57423d30
Fix issue when using multiple t2i adapters with batched images.
2024-01-10 04:00:49 -05:00
comfyanonymous
6a7bc35db8
Use basic attention implementation for small inputs on old pytorch.
2024-01-09 13:46:52 -05:00
pythongosssss
235727fed7
Store user settings/data on the server and multi user support ( #2160 )
...
* wip per user data
* Rename, hide menu
* better error
rework default user
* store pretty
* Add userdata endpoints
Change nodetemplates to userdata
* add multi user message
* make normal arg
* Fix tests
* Ignore user dir
* user tests
* Changed to default to browser storage and add server-storage arg
* fix crash on empty templates
* fix settings added before load
* ignore parse errors
2024-01-08 17:06:44 -05:00
comfyanonymous
c6951548cf
Update optimized_attention_for_device function for new functions that
...
support masked attention.
2024-01-07 13:52:08 -05:00
comfyanonymous
aaa9017302
Add attention mask support to sub quad attention.
2024-01-07 04:13:58 -05:00
comfyanonymous
0c2c9fbdfa
Support attention mask in split attention.
2024-01-06 13:16:48 -05:00
comfyanonymous
3ad0191bfb
Implement attention mask on xformers.
2024-01-06 04:33:03 -05:00
comfyanonymous
8c6493578b
Implement noise augmentation for SD 4X upscale model.
2024-01-03 14:27:11 -05:00
comfyanonymous
ef4f6037cb
Fix model patches not working in custom sampling scheduler nodes.
2024-01-03 12:16:30 -05:00
comfyanonymous
a7874d1a8b
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
2c4e92a98b
Fix regression.
2024-01-02 14:41:33 -05:00
comfyanonymous
5eddfdd80c
Refactor VAE code.
...
Replace constants with downscale_ratio and latent_channels.
2024-01-02 13:24:34 -05:00
comfyanonymous
a47f609f90
Auto detect out_channels from model.
2024-01-02 01:50:57 -05:00
comfyanonymous
79f73a4b33
Remove useless code.
2024-01-02 01:50:29 -05:00
comfyanonymous
1b103e0cb2
Add argument to run the VAE on the CPU.
2023-12-30 05:49:07 -05:00
comfyanonymous
12e822c6c8
Use function to calculate model size in model patcher.
2023-12-28 21:46:20 -05:00
comfyanonymous
e1e322cf69
Load weights that can't be lowvramed to target device.
2023-12-28 21:41:10 -05:00
comfyanonymous
c782144433
Fix clip vision lowvram mode not working.
2023-12-27 13:50:57 -05:00
comfyanonymous
f21bb41787
Fix taesd VAE in lowvram mode.
2023-12-26 12:52:21 -05:00
comfyanonymous
61b3f15f8f
Fix lowvram mode not working with unCLIP and Revision code.
2023-12-26 05:02:02 -05:00
comfyanonymous
d0165d819a
Fix SVD lowvram mode.
2023-12-24 07:13:18 -05:00
comfyanonymous
a252963f95
--disable-smart-memory now unloads everything like it did originally.
2023-12-23 04:25:06 -05:00
comfyanonymous
36a7953142
Greatly improve lowvram sampling speed by getting rid of accelerate.
...
Let me know if this breaks anything.
2023-12-22 14:38:45 -05:00
comfyanonymous
261bcbb0d9
A few missing comfy ops in the VAE.
2023-12-22 04:05:42 -05:00
comfyanonymous
9a7619b72d
Fix regression with inpaint model.
2023-12-19 02:32:59 -05:00
comfyanonymous
571ea8cdcc
Fix SAG not working with cfg 1.0
2023-12-18 17:03:32 -05:00
comfyanonymous
8cf1daa108
Fix SDXL area composition sometimes not using the right pooled output.
2023-12-18 12:54:23 -05:00
comfyanonymous
2258f85159
Support stable zero 123 model.
...
To use it use the ImageOnlyCheckpointLoader to load the checkpoint and
the new Stable_Zero123 node.
2023-12-18 03:48:04 -05:00
comfyanonymous
2f9d6a97ec
Add --deterministic option to make pytorch use deterministic algorithms.
2023-12-17 16:59:21 -05:00
comfyanonymous
e45d920ae3
Don't resize clip vision image when the size is already good.
2023-12-16 03:06:10 -05:00
comfyanonymous
13e6d5366e
Switch clip vision to manual cast.
...
Make it use the same dtype as the text encoder.
2023-12-16 02:47:26 -05:00
comfyanonymous
719fa0866f
Set clip vision model in eval mode so it works without inference mode.
2023-12-15 18:53:08 -05:00
Hari
574363a8a6
Implement Perp-Neg
2023-12-16 00:28:16 +05:30
comfyanonymous
a5056cfb1f
Remove useless code.
2023-12-15 01:28:16 -05:00
comfyanonymous
329c571993
Improve code legibility.
2023-12-14 11:41:49 -05:00
comfyanonymous
6c5990f7db
Fix cfg being calculated more than once if sampler_cfg_function.
2023-12-13 20:28:04 -05:00
comfyanonymous
ba04a87d10
Refactor and improve the sag node.
...
Moved all the sag related code to comfy_extras/nodes_sag.py
2023-12-13 16:11:26 -05:00
