45c972aba8
Refactor cond_concat into conditioning.
1 year ago
430a8334c5
Fix some potential issues.
1 year ago
782a24fce6
Refactor cond_concat into model object.
1 year ago
0d45a565da
Fix memory issue related to control loras.
...
The cleanup function was not getting called.
1 year ago
d44a2de49f
Make VAE code closer to sgm.
1 year ago
23680a9155
Refactor the attention stuff in the VAE.
1 year ago
c8013f73e5
Add some Quadro cards to the list of cards with broken fp16.
1 year ago
bb064c9796
Add a separate optimized_attention_masked function.
1 year ago
fd4c5f07e7
Add a --bf16-unet to test running the unet in bf16.
1 year ago
9a55dadb4c
Refactor code so model can be a dtype other than fp32 or fp16.
1 year ago
88733c997f
pytorch_attention_enabled can now return True when xformers is enabled.
1 year ago
20d3852aa1
Pull some small changes from the other repo.
1 year ago
ac7d8cfa87
Allow attn_mask in attention_pytorch.
1 year ago
1a4bd9e9a6
Refactor the attention functions.
...
There's no reason for the whole CrossAttention object to be repeated when
only the operation in the middle changes.
1 year ago
8cc75c64ff
Let unet wrapper functions have .to attributes.
1 year ago
5e885bd9c8
Cleanup.
1 year ago
9eb621c95a
Supports TAESD models in safetensors format
1 year ago
72188dffc3
load_checkpoint_guess_config can now optionally output the model.
1 year ago
63e5fd1790
Option to input directory
1 year ago
9bfec2bdbf
Fix quality loss due to low precision
1 year ago
0f17993d05
fix: typo in extra sampler
1 year ago
66756de100
Add SamplerDPMPP_2M_SDE node.
1 year ago
71713888c4
Print missing VAE keys.
1 year ago
d234ca558a
Add missing samplers to KSamplerSelect.
1 year ago
1adcc4c3a2
Add a SamplerCustom Node.
...
This node takes a list of sigmas and a sampler object as input.
This lets people easily implement custom schedulers and samplers as nodes.
More nodes will be added to it in the future.
1 year ago
bf3fc2f1b7
Refactor sampling related code.
1 year ago
fff491b032
Model patches can now know which batch is positive and negative.
1 year ago
1d6dd83184
Scheduler code refactor.
1 year ago
446caf711c
Sampling code refactor.
1 year ago
76cdc809bf
Support more controlnet models.
1 year ago
eec449ca8e
Allow Intel GPUs to LoRA cast on GPU since it supports BF16 natively.
1 year ago
afa2399f79
Add a way to set output block patches to modify the h and hsp.
1 year ago
492db2de8d
Allow having a different pooled output for each image in a batch.
1 year ago
1cdfb3dba4
Only do the cast on the device if the device supports it.
1 year ago
7c9a92f552
Don't depend on torchvision.
1 year ago
2b6b178173
Added support for lanczos scaling
1 year ago
b92bf8196e
Do lora cast on GPU instead of CPU for higher performance.
1 year ago
321c5fa295
Enable pytorch attention by default on xpu.
1 year ago
61b1f67734
Support models without previews.
1 year ago
43d4935a1d
Add cond_or_uncond array to transformer_options so hooks can check what is
...
cond and what is uncond.
1 year ago
415abb275f
Add DDPM sampler.
1 year ago
94e4fe39d8
This isn't used anywhere.
1 year ago
44361f6344
Support for text encoder models that need attention_mask.
1 year ago
0d8f376446
Set last layer on SD2.x models uses the proper indexes now.
...
Before I had made the last layer the penultimate layer because some
checkpoints don't have them but it's not consistent with the others models.
TLDR: for SD2.x models only: CLIPSetLastLayer -1 is now -2.
1 year ago
0966d3ce82
Don't run text encoders on xpu because there are issues.
1 year ago
3039b08eb1
Only parse command line args when main.py is called.
1 year ago
ed58730658
Don't leave very large hidden states in the clip vision output.
1 year ago
fb3b728203
Fix issue where autocast fp32 CLIP gave different results from regular.
1 year ago
7d401ed1d0
Add ldm format support to UNETLoader.
1 year ago
e85be36bd2
Add a penultimate_hidden_states to the clip vision output.
1 year ago
comfyanonymous
Yukimasa Funaoka
Jairo Correa
City
badayvedat
Simon Lui
MoonRide303