ff6b047a74
Fix device print on old torch version.
1 year ago
9871a15cf9
Enable --cuda-malloc by default on torch 2.0 and up.
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Add --disable-cuda-malloc to disable it.
1 year ago
55d0fca9fa
--windows-standalone-build now enables --cuda-malloc
1 year ago
1679abd86d
Add a command line argument to enable backend:cudaMallocAsync
1 year ago
3a150bad15
Only calculate randn in some samplers when it's actually being used.
1 year ago
ee8f8ee07f
Fix regression with ddim and uni_pc when batch size > 1.
1 year ago
3ded1a3a04
Refactor of sampler code to deal more easily with different model types.
1 year ago
5f57362613
Lower lora ram usage when in normal vram mode.
1 year ago
490771b7f4
Speed up lora loading a bit.
1 year ago
50b1180dde
Fix CLIPSetLastLayer not reverting when removed.
1 year ago
6fb084f39d
Reduce floating point rounding errors in loras.
1 year ago
91ed2815d5
Add a node to merge CLIP models.
1 year ago
b2f03164c7
Prevent the clip_g position_ids key from being saved in the checkpoint.
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This is to make it match the official checkpoint.
1 year ago
46dc050c9f
Fix potential tensors being on different devices issues.
1 year ago
3e2309f149
fix mps miss import
1 year ago
606a537090
Support SDXL embedding format with 2 CLIP.
1 year ago
6ad0a6d7e2
Don't patch weights when multiplier is zero.
1 year ago
d5323d16e0
latent2rgb matrix for SDXL.
1 year ago
0ae81c03bb
Empty cache after model unloading for normal vram and lower.
1 year ago
d3f5998218
Support loading clip_g from diffusers in CLIP Loader nodes.
1 year ago
a9a4ba7574
Fix merging not working when model2 of model merge node was a merge.
1 year ago
e7bee85df8
Add arguments to run the VAE in fp16 or bf16 for testing.
1 year ago
608fcc2591
Fix bug with weights when prompt is long.
1 year ago
ddc6f12ad5
Disable autocast in unet for increased speed.
1 year ago
603f02d613
Fix loras not working when loading checkpoint with config.
1 year ago
af7a49916b
Support loading unet files in diffusers format.
1 year ago
e57cba4c61
Add gpu variations of the sde samplers that are less deterministic
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but faster.
1 year ago
f81b192944
Add logit scale parameter so it's present when saving the checkpoint.
1 year ago
acf95191ff
Properly support SDXL diffusers loras for unet.
1 year ago
c61a95f9f7
Fix size check for conditioning mask
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The wrong dimensions were being checked, [1] and [2] are the image size.
not [2] and [3]. This results in an out-of-bounds error if one of them
actually matches.
1 year ago
8d694cc450
Fix issue with OSX.
1 year ago
c3e96e637d
Pass device to CLIP model.
1 year ago
5e6bc824aa
Allow passing custom path to clip-g and clip-h.
1 year ago
dc9d1f31c8
Improvements for OSX.
1 year ago
103c487a89
Cleanup.
1 year ago
2c4e0b49b7
Switch to fp16 on some cards when the model is too big.
1 year ago
6f3d9f52db
Add a --force-fp16 argument to force fp16 for testing.
1 year ago
1c1b0e7299
--gpu-only now keeps the VAE on the device.
1 year ago
ce35d8c659
Lower latency by batching some text encoder inputs.
1 year ago
3b6fe51c1d
Leave text_encoder on the CPU when it can handle it.
1 year ago
b6a60fa696
Try to keep text encoders loaded and patched to increase speed.
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load_model_gpu() is now used with the text encoder models instead of just
the unet.
1 year ago
97ee230682
Make highvram and normalvram shift the text encoders to vram and back.
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This is faster on big text encoder models than running it on the CPU.
1 year ago
5a9ddf94eb
LoraLoader node now caches the lora file between executions.
1 year ago
9920367d3c
Fix embeddings not working with --gpu-only
1 year ago
62db11683b
Move unet to device right after loading on highvram mode.
1 year ago
4376b125eb
Remove useless code.
1 year ago
89120f1fbe
This is unused but it should be 1280.
1 year ago
2c7c14de56
Support for SDXL text encoder lora.
1 year ago
fcef47f06e
Fix bug.
1 year ago
8248babd44
Use pytorch attention by default on nvidia when xformers isn't present.
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Add a new argument --use-quad-cross-attention
1 year ago
comfyanonymous
KarryCharon
mara