comfyanonymous
ae3ac7caa8
Remove useless log. ( #8166 )
2025-05-17 06:27:34 -04:00
comfyanonymous
79edf6d03e
Add --mmap-torch-files to enable use of mmap when loading ckpt/pt ( #8021 )
2025-05-09 04:52:47 -04:00
comfyanonymous
82e66b6bfe
Support LTXV 0.9.5.
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Credits: Lightricks team.
2025-03-05 00:13:49 -05:00
comfyanonymous
84a5e51448
Make error more clear to user.
2025-02-08 18:57:24 -05:00
comfyanonymous
9dbb2b6d89
More friendly error messages for corrupted safetensors files.
2025-01-28 09:41:09 -05:00
comfyanonymous
b8fbb7c807
Add warning when using old pytorch versions.
2025-01-17 18:47:27 -05:00
comfyanonymous
34cf225065
Force safe loading of files in torch format on pytorch 2.4+
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If this breaks something for you make an issue.
2025-01-15 03:50:27 -05:00
Chenlei Hu
d16e5c7194
Document get_attr and get_model_object ( #6357 )
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* Document get_attr and get_model_object
* Update model_patcher.py
* Update model_patcher.py
* Update model_patcher.py
2025-01-06 20:12:22 -05:00
Andrew Kvochko
c93c54d7d5
Fix temporal tiling for decoder, remove redundant tiles. ( #6306 )
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This commit fixes the temporal tile size calculation, and removes
a redundant tile at the end of the range when its elements are
completely covered by the previous tile.
Co-authored-by: Andrew Kvochko <a.kvochko@lightricks.com>
2025-01-01 16:29:01 -05:00
comfyanonymous
014c90584e
Fix and enforce no trailing whitespace.
2024-12-31 03:16:37 -05:00
comfyanonymous
5ff702f0bf
Remove some trailing white space.
2024-12-27 18:02:30 -05:00
comfyanonymous
9946fff072
Add temporal tiling to VAE Decode (Tiled) node.
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You can now do tiled VAE decoding on the temporal direction for videos.
2024-12-23 20:03:37 -05:00
City
a3a893abeb
Add PixArt model support ( #6055 )
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* PixArt initial version
* PixArt Diffusers convert logic
* pos_emb and interpolation logic
* Reduce duplicate code
* Formatting
* Use optimized attention
* Edit empty token logic
* Basic PixArt LoRA support
* Fix aspect ratio logic
* PixArtAlpha text encode with conds
* Use same detection key logic for PixArt diffusers
2024-12-20 15:25:00 -05:00
comfyanonymous
2c10a7611b
Fix tiled hunyuan video VAE encode issue.
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Some shapes like 1024x1024 with tile_size 256 and overlap 64 had issues.
2024-12-19 22:55:15 -05:00
comfyanonymous
6eefe6a53b
Make VAE Encode tiled node work with video VAE.
2024-12-19 05:31:39 -05:00
comfyanonymous
42a53bfe5a
Fix tiled vae not working with some shapes.
2024-12-17 16:22:02 -05:00
Raphael Walker
ec2ea78501
Add support for attention masking in Flux ( #5942 )
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* fix attention OOM in xformers
* allow passing attention mask in flux attention
* allow an attn_mask in flux
* attn masks can be done using replace patches instead of a separate dict
* fix return types
* fix return order
* enumerate
* patch the right keys
* arg names
* fix a silly bug
* fix xformers masks
* replace match with if, elif, else
* mask with image_ref_size
* remove unused import
* remove unused import 2
* fix pytorch/xformers attention
This corrects a weird inconsistency with skip_reshape.
It also allows masks of various shapes to be passed, which will be
automtically expanded (in a memory-efficient way) to a size that is
compatible with xformers or pytorch sdpa respectively.
* fix mask shapes
2024-12-16 18:21:17 -05:00
comfyanonymous
e6abbe45c0
Support loading some checkpoint files with nested dicts.
2024-12-11 08:04:54 -05:00
comfyanonymous
84e6dd9c8a
Fix issue with 3d masks.
2024-11-13 07:18:30 -05:00
comfyanonymous
24432ca567
Allow 1D masks for 1D latents.
2024-11-11 14:44:52 -05:00
comfyanonymous
89be35ac18
Properly handle and reshape masks when used on 3d latents.
2024-11-09 15:30:19 -05:00
comfyanonymous
44416ad2e5
Support SD3.5 medium diffusers format weights and loras.
2024-10-30 04:24:00 -04:00
comfyanonymous
9f8e7912ef
Basic Genmo Mochi video model support.
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To use:
"Load CLIP" node with t5xxl + type mochi
"Load Diffusion Model" node with the mochi dit file.
"Load VAE" with the mochi vae file.
EmptyMochiLatentVideo node for the latent.
euler + linear_quadratic in the KSampler node.
2024-10-26 06:54:00 -04:00
comfyanonymous
5bbe9b0efe
Make LatentUpscale nodes work on 3d latents.
2024-10-26 01:50:51 -04:00
comfyanonymous
077a32ca01
Support diffusion models with scaled fp8 weights.
2024-10-19 23:47:42 -04:00
pharmapsychotic
2f9f603a4f
Improve tiling calculations to reduce number of tiles that need to be processed. ( #4944 )
2024-09-17 03:51:10 -04:00
comfyanonymous
739d31c73a
InstantX canny controlnet.
2024-08-28 19:02:50 -04:00
comfyanonymous
2f4624cf42
Fix issues with #4302 and support loading diffusers format flux.
2024-08-10 21:28:24 -04:00
Jaret Burkett
fd5b77aba9
FLUX: Added full diffusers mapping for FLUX.1 schnell and dev. Adds full LoRA support from diffusers LoRAs. ( #4302 )
2024-08-10 21:26:41 -04:00
comfyanonymous
6e0e401ebe
Support diffusers text attention flux loras.
2024-08-08 14:45:52 -04:00
comfyanonymous
261c6ba855
Support simple diffusers Flux loras.
2024-08-04 22:05:48 -04:00
comfyanonymous
f27f0f8a48
Fix some issues.
2024-08-03 15:06:40 -04:00
comfyanonymous
753d9640f9
Automatically use fp8 for diffusion model weights if:
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Checkpoint contains weights in fp8.
There isn't enough memory to load the diffusion model in GPU vram.
2024-08-03 13:45:19 -04:00
comfyanonymous
5d5b9dcf89
Fix .sft file loading (they are safetensors files).
2024-08-01 11:32:58 -04:00
comfyanonymous
29c17be75e
Support AuraFlow Lora and loading model weights in diffusers format.
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You can load model weights in diffusers format using the UNETLoader node.
2024-07-13 13:51:40 -04:00
comfyanonymous
0a433146b6
Basic SD3 controlnet implementation.
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Still missing the node to properly use it.
2024-06-27 18:43:11 -04:00
comfyanonymous
d9ce4f734d
Multi dimension tiled scale function and tiled VAE audio encoding fallback.
2024-06-22 11:57:49 -04:00
comfyanonymous
eabd70d64d
Support loading diffusers SD3 model format with UNETLoader node.
2024-06-19 22:21:18 -04:00
comfyanonymous
5d8206517c
Remove empty line.
2024-06-19 20:20:35 -04:00
comfyanonymous
ffc4037b46
Support full SD3 loras.
2024-06-19 10:13:33 -04:00
comfyanonymous
372b1130d1
Reshape the empty latent image to the right amount of channels if needed.
2024-06-08 02:35:08 -04:00
comfyanonymous
46e5a518c3
Change log levels.
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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
e7fb76e67b
utils.set_attr can now be used to set any attribute.
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The old set_attr has been renamed to set_attr_param.
2024-03-02 17:27:23 -05:00
comfyanonymous
b80c33e2f3
Make the text projection saved in the checkpoint the right format.
2024-02-27 01:52:23 -05:00
comfyanonymous
9e5c5a0ad3
Move text projection into the CLIP model code.
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Fix issue with not loading the SSD1B clip correctly.
2024-02-25 01:41:08 -05:00
comfyanonymous
e5a0f735be
Stable Cascade Stage B.
2024-02-16 13:02:03 -05:00
comfyanonymous
67ed9f9fb5
Make minimum tile size the size of the overlap.
2024-02-05 01:29:26 -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
31feea98b0
A different way of handling multiple images passed to SVD.
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Previously when a list of 3 images [0, 1, 2] was used for a 6 frame video
they were concated like this:
[0, 1, 2, 0, 1, 2]
now they are concated like this:
[0, 0, 1, 1, 2, 2]
2023-12-03 03:31:47 -05:00
