740 Commits (0ed72befe18e086ac160f1a55aa69b37c928ebb9)

Author SHA1 Message Date
comfyanonymous 66756de100 Add SamplerDPMPP_2M_SDE node. 1 year ago
comfyanonymous 71713888c4 Print missing VAE keys. 1 year ago
comfyanonymous d234ca558a Add missing samplers to KSamplerSelect. 1 year ago
comfyanonymous 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
comfyanonymous bf3fc2f1b7 Refactor sampling related code. 1 year ago
comfyanonymous fff491b032 Model patches can now know which batch is positive and negative. 1 year ago
comfyanonymous 1d6dd83184 Scheduler code refactor. 1 year ago
comfyanonymous 446caf711c Sampling code refactor. 1 year ago
comfyanonymous 76cdc809bf Support more controlnet models. 1 year ago
comfyanonymous ae87543653 Merge branch 'cast_intel' of https://github.com/simonlui/ComfyUI 1 year ago
Simon Lui eec449ca8e Allow Intel GPUs to LoRA cast on GPU since it supports BF16 natively. 1 year ago
comfyanonymous afa2399f79 Add a way to set output block patches to modify the h and hsp. 1 year ago
comfyanonymous 492db2de8d Allow having a different pooled output for each image in a batch. 1 year ago
comfyanonymous 1cdfb3dba4 Only do the cast on the device if the device supports it. 1 year ago
comfyanonymous 7c9a92f552 Don't depend on torchvision. 1 year ago
MoonRide303 2b6b178173 Added support for lanczos scaling 1 year ago
comfyanonymous b92bf8196e Do lora cast on GPU instead of CPU for higher performance. 1 year ago
comfyanonymous 321c5fa295 Enable pytorch attention by default on xpu. 1 year ago
comfyanonymous 61b1f67734 Support models without previews. 1 year ago
comfyanonymous 43d4935a1d Add cond_or_uncond array to transformer_options so hooks can check what is
cond and what is uncond.
1 year ago
comfyanonymous 415abb275f Add DDPM sampler. 1 year ago
comfyanonymous 94e4fe39d8 This isn't used anywhere. 1 year ago
comfyanonymous 44361f6344 Support for text encoder models that need attention_mask. 1 year ago
comfyanonymous 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
comfyanonymous 0966d3ce82 Don't run text encoders on xpu because there are issues. 1 year ago
comfyanonymous 3039b08eb1 Only parse command line args when main.py is called. 1 year ago
comfyanonymous ed58730658 Don't leave very large hidden states in the clip vision output. 1 year ago
comfyanonymous fb3b728203 Fix issue where autocast fp32 CLIP gave different results from regular. 1 year ago
comfyanonymous 7d401ed1d0 Add ldm format support to UNETLoader. 1 year ago
comfyanonymous e85be36bd2 Add a penultimate_hidden_states to the clip vision output. 1 year ago
comfyanonymous 1e6b67101c Support diffusers format t2i adapters. 1 year ago
comfyanonymous 326577d04c Allow cancelling of everything with a progress bar. 1 year ago
comfyanonymous f88f7f413a Add a ConditioningSetAreaPercentage node. 1 year ago
comfyanonymous 1938f5c5fe Add a force argument to soft_empty_cache to force a cache empty. 1 year ago
comfyanonymous 7746bdf7b0 Merge branch 'generalize_fixes' of https://github.com/simonlui/ComfyUI 1 year ago
Simon Lui 2da73b7073 Revert changes in comfy/ldm/modules/diffusionmodules/util.py, which is unused. 1 year ago
comfyanonymous a74c5dbf37 Move some functions to utils.py 1 year ago
Simon Lui 4a0c4ce4ef Some fixes to generalize CUDA specific functionality to Intel or other GPUs. 1 year ago
comfyanonymous 77a176f9e0 Use common function to reshape batch to. 2 years ago
comfyanonymous 7931ff0fd9 Support SDXL inpaint models. 2 years ago
comfyanonymous 0e3b641172 Remove xformers related print. 2 years ago
comfyanonymous 5c363a9d86 Fix controlnet bug. 2 years ago
comfyanonymous cfe1c54de8 Fix controlnet issue. 2 years ago
comfyanonymous 1c012d69af It doesn't make sense for c_crossattn and c_concat to be lists. 2 years ago
comfyanonymous 7e941f9f24 Clean up DiffusersLoader node. 2 years ago
Simon Lui 18617967e5
Fix error message in model_patcher.py
Found while tinkering.
2 years ago
comfyanonymous fe4c07400c Fix "Load Checkpoint with config" node. 2 years ago
comfyanonymous f2f5e5dcbb Support SDXL t2i adapters with 3 channel input. 2 years ago
comfyanonymous 15adc3699f Move beta_schedule to model_config and allow disabling unet creation. 2 years ago
comfyanonymous bed116a1f9 Remove optimization that caused border. 2 years ago
comfyanonymous 65cae62c71 No need to check filename extensions to detect shuffle controlnet. 2 years ago
comfyanonymous 4e89b2c25a Put clip vision outputs on the CPU. 2 years ago
comfyanonymous a094b45c93 Load clipvision model to GPU for faster performance. 2 years ago
comfyanonymous 1300a1bb4c Text encoder should initially load on the offload_device not the regular. 2 years ago
comfyanonymous f92074b84f Move ModelPatcher to model_patcher.py 2 years ago
comfyanonymous 4798cf5a62 Implement loras with norm keys. 2 years ago
comfyanonymous b8c7c770d3 Enable bf16-vae by default on ampere and up. 2 years ago
comfyanonymous 1c794a2161 Fallback to slice attention if xformers doesn't support the operation. 2 years ago
comfyanonymous d935ba50c4 Make --bf16-vae work on torch 2.0 2 years ago
comfyanonymous a57b0c797b Fix lowvram model merging. 2 years ago
comfyanonymous f72780a7e3 The new smart memory management makes this unnecessary. 2 years ago
comfyanonymous c77f02e1c6 Move controlnet code to comfy/controlnet.py 2 years ago
comfyanonymous 15a7716fa6 Move lora code to comfy/lora.py 2 years ago
comfyanonymous ec96f6d03a Move text_projection to base clip model. 2 years ago
comfyanonymous 30eb92c3cb Code cleanups. 2 years ago
comfyanonymous 51dde87e97 Try to free enough vram for control lora inference. 2 years ago
comfyanonymous e3d0a9a490 Fix potential issue with text projection matrix multiplication. 2 years ago
comfyanonymous cc44ade79e Always shift text encoder to GPU when the device supports fp16. 2 years ago
comfyanonymous a6ef08a46a Even with forced fp16 the cpu device should never use it. 2 years ago
comfyanonymous 00c0b2c507 Initialize text encoder to target dtype. 2 years ago
comfyanonymous f081017c1a Save memory by storing text encoder weights in fp16 in most situations.
Do inference in fp32 to make sure quality stays the exact same.
2 years ago
comfyanonymous afcb9cb1df All resolutions now work with t2i adapter for SDXL. 2 years ago
comfyanonymous 85fde89d7f T2I adapter SDXL. 2 years ago
comfyanonymous cf5ae46928 Controlnet/t2iadapter cleanup. 2 years ago
comfyanonymous 763b0cf024 Fix control lora not working in fp32. 2 years ago
comfyanonymous 199d73364a Fix ControlLora on lowvram. 2 years ago
comfyanonymous d08e53de2e Remove autocast from controlnet code. 2 years ago
comfyanonymous 0d7b0a4dc7 Small cleanups. 2 years ago
Simon Lui 9225465975 Further tuning and fix mem_free_total. 2 years ago
Simon Lui 2c096e4260 Add ipex optimize and other enhancements for Intel GPUs based on recent memory changes. 2 years ago
comfyanonymous e9469e732d --disable-smart-memory now disables loading model directly to vram. 2 years ago
comfyanonymous c9b562aed1 Free more memory before VAE encode/decode. 2 years ago
comfyanonymous b80c3276dc Fix issue with gligen. 2 years ago
comfyanonymous d6e4b342e6 Support for Control Loras.
Control loras are controlnets where some of the weights are stored in
"lora" format: an up and a down low rank matrice that when multiplied
together and added to the unet weight give the controlnet weight.

This allows a much smaller memory footprint depending on the rank of the
matrices.

These controlnets are used just like regular ones.
2 years ago
comfyanonymous 39ac856a33 ReVision support: unclip nodes can now be used with SDXL. 2 years ago
comfyanonymous 76d53c4622 Add support for clip g vision model to CLIPVisionLoader. 2 years ago
Alexopus e59fe0537a
Fix referenced before assignment
For https://github.com/BlenderNeko/ComfyUI_TiledKSampler/issues/13
2 years ago
comfyanonymous be9c5e25bc Fix issue with not freeing enough memory when sampling. 2 years ago
comfyanonymous ac0758a1a4 Fix bug with lowvram and controlnet advanced node. 2 years ago
comfyanonymous c28db1f315 Fix potential issues with patching models when saving checkpoints. 2 years ago
comfyanonymous 3aee33b54e Add --disable-smart-memory for those that want the old behaviour. 2 years ago
comfyanonymous 2be2742711 Fix issue with regular torch version. 2 years ago
comfyanonymous 89a0767abf Smarter memory management.
Try to keep models on the vram when possible.

Better lowvram mode for controlnets.
2 years ago
comfyanonymous 2c97c30256 Support small diffusers controlnet so both types are now supported. 2 years ago
comfyanonymous 53f326a3d8 Support diffusers mini controlnets. 2 years ago
comfyanonymous 58f0c616ed Fix clip vision issue with old transformers versions. 2 years ago
comfyanonymous ae270f79bc Fix potential issue with batch size and clip vision. 2 years ago
comfyanonymous a2ce9655ca Refactor unclip code. 2 years ago
comfyanonymous 9cc12c833d CLIPVisionEncode can now encode multiple images. 2 years ago
comfyanonymous 0cb6dac943 Remove 3m from PR #1213 because of some small issues. 2 years ago
comfyanonymous e244b2df83 Add sgm_uniform scheduler that acts like the default one in sgm. 2 years ago
comfyanonymous 58c7da3665 Gpu variant of dpmpp_3m_sde. Note: use 3m with exponential or karras. 2 years ago
comfyanonymous ba319a34e4 Merge branch 'dpmpp3m' of https://github.com/FizzleDorf/ComfyUI 2 years ago
FizzleDorf 3cfad03a68 dpmpp 3m + dpmpp 3m sde added 2 years ago
comfyanonymous 585a062910 Print unet config when model isn't detected. 2 years ago
comfyanonymous c8a23ce9e8 Support for yet another lora type based on diffusers. 2 years ago
comfyanonymous 2bc12d3d22 Add --temp-directory argument to set temp directory. 2 years ago
comfyanonymous c20583286f Support diffuser text encoder loras. 2 years ago
comfyanonymous cf10c5592c Disable calculating uncond when CFG is 1.0 2 years ago
comfyanonymous 1f0f4cc0bd Add argument to disable auto launching the browser. 2 years ago
comfyanonymous d8e58f0a7e Detect hint_channels from controlnet. 2 years ago
comfyanonymous c5d7593ccf Support loras in diffusers format. 2 years ago
comfyanonymous 1ce0d8ad68 Add CMP 30HX card to the nvidia_16_series list. 2 years ago
comfyanonymous c99d8002f8 Make sure the pooled output stays at the EOS token with added embeddings. 2 years ago
comfyanonymous 4a77fcd6ab Only shift text encoder to vram when CPU cores are under 8. 2 years ago
comfyanonymous 3cd31d0e24 Lower CPU thread check for running the text encoder on the CPU vs GPU. 2 years ago
comfyanonymous 2b13939044 Remove some useless code. 2 years ago
comfyanonymous 95d796fc85 Faster VAE loading. 2 years ago
comfyanonymous 4b957a0010 Initialize the unet directly on the target device. 2 years ago
comfyanonymous c910b4a01c Remove unused code and torchdiffeq dependency. 2 years ago
comfyanonymous 1141029a4a Add --disable-metadata argument to disable saving metadata in files. 2 years ago
comfyanonymous fbf5c51c1c Merge branch 'fix_batch_timesteps' of https://github.com/asagi4/ComfyUI 2 years ago
comfyanonymous 68be24eead Remove some prints. 2 years ago
asagi4 1ea4d84691 Fix timestep ranges when batch_size > 1 2 years ago
comfyanonymous 5379051d16 Fix diffusers VAE loading. 2 years ago
comfyanonymous 727588d076 Fix some new loras. 2 years ago
comfyanonymous 4f9b6f39d1 Fix potential issue with Save Checkpoint. 2 years ago
comfyanonymous 5f75d784a1 Start is now 0.0 and end is now 1.0 for the timestep ranges. 2 years ago
comfyanonymous 7ff14b62f8 ControlNetApplyAdvanced can now define when controlnet gets applied. 2 years ago
comfyanonymous d191c4f9ed Add a ControlNetApplyAdvanced node.
The controlnet can be applied to the positive or negative prompt only by
connecting it correctly.
2 years ago
comfyanonymous 0240946ecf Add a way to set which range of timesteps the cond gets applied to. 2 years ago
comfyanonymous 22f29d66ca Try to fix memory issue with lora. 2 years ago
comfyanonymous 67be7eb81d Nodes can now patch the unet function. 2 years ago
comfyanonymous 12a6e93171 Del the right object when applying lora. 2 years ago
comfyanonymous 78e7958d17 Support controlnet in diffusers format. 2 years ago
comfyanonymous 09386a3697 Fix issue with lora in some cases when combined with model merging. 2 years ago
comfyanonymous 58b2364f58 Properly support SDXL diffusers unet with UNETLoader node. 2 years ago
comfyanonymous 0115018695 Print errors and continue when lora weights are not compatible. 2 years ago
comfyanonymous 4760c29380 Merge branch 'fix-AttributeError-module-'torch'-has-no-attribute-'mps'' of https://github.com/KarryCharon/ComfyUI 2 years ago
comfyanonymous 0b284f650b Fix typo. 2 years ago
comfyanonymous e032ca6138 Fix ddim issue with older torch versions. 2 years ago
comfyanonymous 18885f803a Add MX450 and MX550 to list of cards with broken fp16. 2 years ago
comfyanonymous 9ba440995a It's actually possible to torch.compile the unet now. 2 years ago
comfyanonymous 51d5477579 Add key to indicate checkpoint is v_prediction when saving. 2 years ago
comfyanonymous ff6b047a74 Fix device print on old torch version. 2 years ago
comfyanonymous 9871a15cf9 Enable --cuda-malloc by default on torch 2.0 and up.
Add --disable-cuda-malloc to disable it.
2 years ago
comfyanonymous 55d0fca9fa --windows-standalone-build now enables --cuda-malloc 2 years ago
comfyanonymous 1679abd86d Add a command line argument to enable backend:cudaMallocAsync 2 years ago
comfyanonymous 3a150bad15 Only calculate randn in some samplers when it's actually being used. 2 years ago
comfyanonymous ee8f8ee07f Fix regression with ddim and uni_pc when batch size > 1. 2 years ago
comfyanonymous 3ded1a3a04 Refactor of sampler code to deal more easily with different model types. 2 years ago
comfyanonymous 5f57362613 Lower lora ram usage when in normal vram mode. 2 years ago
comfyanonymous 490771b7f4 Speed up lora loading a bit. 2 years ago
comfyanonymous 50b1180dde Fix CLIPSetLastLayer not reverting when removed. 2 years ago
comfyanonymous 6fb084f39d Reduce floating point rounding errors in loras. 2 years ago
comfyanonymous 91ed2815d5 Add a node to merge CLIP models. 2 years ago
comfyanonymous b2f03164c7 Prevent the clip_g position_ids key from being saved in the checkpoint.
This is to make it match the official checkpoint.
2 years ago
comfyanonymous 46dc050c9f Fix potential tensors being on different devices issues. 2 years ago
KarryCharon 3e2309f149 fix mps miss import 2 years ago
comfyanonymous 606a537090 Support SDXL embedding format with 2 CLIP. 2 years ago
comfyanonymous 6ad0a6d7e2 Don't patch weights when multiplier is zero. 2 years ago
comfyanonymous d5323d16e0 latent2rgb matrix for SDXL. 2 years ago
comfyanonymous 0ae81c03bb Empty cache after model unloading for normal vram and lower. 2 years ago
comfyanonymous d3f5998218 Support loading clip_g from diffusers in CLIP Loader nodes. 2 years ago
comfyanonymous a9a4ba7574 Fix merging not working when model2 of model merge node was a merge. 2 years ago
comfyanonymous bb5fbd29e9 Merge branch 'condmask-fix' of https://github.com/vmedea/ComfyUI 2 years ago
comfyanonymous e7bee85df8 Add arguments to run the VAE in fp16 or bf16 for testing. 2 years ago
comfyanonymous 608fcc2591 Fix bug with weights when prompt is long. 2 years ago
comfyanonymous ddc6f12ad5 Disable autocast in unet for increased speed. 2 years ago
comfyanonymous 603f02d613 Fix loras not working when loading checkpoint with config. 2 years ago
comfyanonymous af7a49916b Support loading unet files in diffusers format. 2 years ago
comfyanonymous e57cba4c61 Add gpu variations of the sde samplers that are less deterministic
but faster.
2 years ago
comfyanonymous f81b192944 Add logit scale parameter so it's present when saving the checkpoint. 2 years ago
comfyanonymous acf95191ff Properly support SDXL diffusers loras for unet. 2 years ago
mara c61a95f9f7 Fix size check for conditioning mask
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.
2 years ago
comfyanonymous 8d694cc450 Fix issue with OSX. 2 years ago
comfyanonymous c3e96e637d Pass device to CLIP model. 2 years ago
comfyanonymous 5e6bc824aa Allow passing custom path to clip-g and clip-h. 2 years ago
comfyanonymous dc9d1f31c8 Improvements for OSX. 2 years ago
comfyanonymous 103c487a89 Cleanup. 2 years ago
comfyanonymous 2c4e0b49b7 Switch to fp16 on some cards when the model is too big. 2 years ago
comfyanonymous 6f3d9f52db Add a --force-fp16 argument to force fp16 for testing. 2 years ago
comfyanonymous 1c1b0e7299 --gpu-only now keeps the VAE on the device. 2 years ago
comfyanonymous ce35d8c659 Lower latency by batching some text encoder inputs. 2 years ago
comfyanonymous 3b6fe51c1d Leave text_encoder on the CPU when it can handle it. 2 years ago
comfyanonymous b6a60fa696 Try to keep text encoders loaded and patched to increase speed.
load_model_gpu() is now used with the text encoder models instead of just
the unet.
2 years ago
comfyanonymous 97ee230682 Make highvram and normalvram shift the text encoders to vram and back.
This is faster on big text encoder models than running it on the CPU.
2 years ago
comfyanonymous 5a9ddf94eb LoraLoader node now caches the lora file between executions. 2 years ago
comfyanonymous 9920367d3c Fix embeddings not working with --gpu-only 2 years ago
comfyanonymous 62db11683b Move unet to device right after loading on highvram mode. 2 years ago
comfyanonymous 4376b125eb Remove useless code. 2 years ago
comfyanonymous 89120f1fbe This is unused but it should be 1280. 2 years ago
comfyanonymous 2c7c14de56 Support for SDXL text encoder lora. 2 years ago
comfyanonymous fcef47f06e Fix bug. 2 years ago
comfyanonymous 8248babd44 Use pytorch attention by default on nvidia when xformers isn't present.
Add a new argument --use-quad-cross-attention
2 years ago
comfyanonymous 9b93b920be Add CheckpointSave node to save checkpoints.
The created checkpoints contain workflow metadata that can be loaded by
dragging them on top of the UI or loading them with the "Load" button.

Checkpoints will be saved in fp16 or fp32 depending on the format ComfyUI
is using for inference on your hardware. To force fp32 use: --force-fp32

Anything that patches the model weights like merging or loras will be
saved.

The output directory is currently set to: output/checkpoints but that might
change in the future.
2 years ago
comfyanonymous b72a7a835a Support loras based on the stability unet implementation. 2 years ago
comfyanonymous c71a7e6b20 Fix ddim + inpainting not working. 2 years ago
comfyanonymous 4eab00e14b Set the seed in the SDE samplers to make them more reproducible. 2 years ago
comfyanonymous cef6aa62b2 Add support for TAESD decoder for SDXL. 2 years ago
comfyanonymous 20f579d91d Add DualClipLoader to load clip models for SDXL.
Update LoadClip to load clip models for SDXL refiner.
2 years ago
comfyanonymous b7933960bb Fix CLIPLoader node. 2 years ago
comfyanonymous 78d8035f73 Fix bug with controlnet. 2 years ago
comfyanonymous 05676942b7 Add some more transformer hooks and move tomesd to comfy_extras.
Tomesd now uses q instead of x to decide which tokens to merge because
it seems to give better results.
2 years ago
comfyanonymous fa28d7334b Remove useless code. 2 years ago
comfyanonymous 8607c2d42d Move latent scale factor from VAE to model. 2 years ago
comfyanonymous 30a3861946 Fix bug when yaml config has no clip params. 2 years ago
comfyanonymous 9e37f4c7d5 Fix error with ClipVision loader node. 2 years ago
comfyanonymous 9f83b098c9 Don't merge weights when shapes don't match and print a warning. 2 years ago
comfyanonymous f87ec10a97 Support base SDXL and SDXL refiner models.
Large refactor of the model detection and loading code.
2 years ago
comfyanonymous 9fccf4aa03 Add original_shape parameter to transformer patch extra_options. 2 years ago
comfyanonymous 51581dbfa9 Fix last commits causing an issue with the text encoder lora. 2 years ago
comfyanonymous 8125b51a62 Keep a set of model_keys for faster add_patches. 2 years ago
comfyanonymous 45beebd33c Add a type of model patch useful for model merging. 2 years ago
comfyanonymous 036a22077c Fix k_diffusion math being off by a tiny bit during txt2img. 2 years ago
comfyanonymous 8883cb0f67 Add a way to set patches that modify the attn2 output.
Change the transformer patches function format to be more future proof.
2 years ago
comfyanonymous cd930d4e7f pop clip vision keys after loading them. 2 years ago
comfyanonymous c9e4a8c9e5 Not needed anymore. 2 years ago
comfyanonymous fb4bf7f591 This is not needed anymore and causes issues with alphas_cumprod. 2 years ago
comfyanonymous 45be2e92c1 Fix DDIM v-prediction. 2 years ago
comfyanonymous e6e50ab2dd Fix an issue when alphas_comprod are half floats. 2 years ago
comfyanonymous ae43f09ef7 All the unet weights should now be initialized with the right dtype. 2 years ago
comfyanonymous f7edcfd927 Add a --gpu-only argument to keep and run everything on the GPU.
Make the CLIP model work on the GPU.
2 years ago
comfyanonymous 7bf89ba923 Initialize more unet weights as the right dtype. 2 years ago
comfyanonymous e21d9ad445 Initialize transformer unet block weights in right dtype at the start. 2 years ago
comfyanonymous bb1f45d6e8 Properly disable weight initialization in clip models. 2 years ago
comfyanonymous 21f04fe632 Disable default weight values in unet conv2d for faster loading. 2 years ago
comfyanonymous 9d54066ebc This isn't needed for inference. 2 years ago
comfyanonymous fa2cca056c Don't initialize CLIPVision weights to default values. 2 years ago
comfyanonymous 6b774589a5 Set model to fp16 before loading the state dict to lower ram bump. 2 years ago
comfyanonymous 0c7cad404c Don't initialize clip weights to default values. 2 years ago
comfyanonymous 6971646b8b Speed up model loading a bit.
Default pytorch Linear initializes the weights which is useless and slow.
2 years ago
comfyanonymous 388567f20b sampler_cfg_function now uses a dict for the argument.
This means arguments can be added without issues.
2 years ago
comfyanonymous ff9b22d79e Turn on safe load for a few models. 2 years ago
comfyanonymous 735ac4cf81 Remove pytorch_lightning dependency. 2 years ago
comfyanonymous 2b14041d4b Remove useless code. 2 years ago
comfyanonymous 274dff3257 Remove more useless files. 2 years ago
comfyanonymous f0a2b81cd0 Cleanup: Remove a bunch of useless files. 2 years ago
comfyanonymous f8c5931053 Split the batch in VAEEncode if there's not enough memory. 2 years ago
comfyanonymous c069fc0730 Auto switch to tiled VAE encode if regular one runs out of memory. 2 years ago
comfyanonymous c64ca8c0b2 Refactor unCLIP noise augment out of samplers.py 2 years ago
comfyanonymous de142eaad5 Simpler base model code. 2 years ago
comfyanonymous 23cf8ca7c5 Fix bug when embedding gets ignored because of mismatched size. 2 years ago
comfyanonymous 0e425603fb Small refactor. 2 years ago
comfyanonymous a3a713b6c5 Refactor previews into one command line argument.
Clean up a few things.
2 years ago
space-nuko 3e17971acb preview method autodetection 2 years ago
space-nuko d5a28fadaa Add latent2rgb preview 2 years ago
space-nuko 48f7ec750c Make previews into cli option 2 years ago
space-nuko b4f434ee66 Preview sampled images with TAESD 2 years ago
comfyanonymous fed0a4dd29 Some comments to say what the vram state options mean. 2 years ago
comfyanonymous 0a5fefd621 Cleanups and fixes for model_management.py
Hopefully fix regression on MPS and CPU.
2 years ago
comfyanonymous 700491d81a Implement global average pooling for controlnet. 2 years ago
comfyanonymous 67892b5ac5 Refactor and improve model_management code related to free memory. 2 years ago
space-nuko 499641ebf1 More accurate total 2 years ago
space-nuko b5dd15c67a System stats endpoint 2 years ago
comfyanonymous 5c38958e49 Tweak lowvram model memory so it's closer to what it was before. 2 years ago
comfyanonymous 94680732d3 Empty cache on mps. 2 years ago
comfyanonymous 03da8a3426 This is useless for inference. 2 years ago
comfyanonymous eb448dd8e1 Auto load model in lowvram if not enough memory. 2 years ago
comfyanonymous b9818eb910 Add route to get safetensors metadata:
/view_metadata/loras?filename=lora.safetensors
2 years ago
comfyanonymous a532888846 Support VAEs in diffusers format. 2 years ago
comfyanonymous 0fc483dcfd Refactor diffusers model convert code to be able to reuse it. 2 years ago
comfyanonymous eb4bd7711a Remove einops. 2 years ago
comfyanonymous 87ab25fac7 Do operations in same order as the one it replaces. 2 years ago
comfyanonymous 2b1fac9708 Merge branch 'master' of https://github.com/BlenderNeko/ComfyUI 2 years ago
comfyanonymous e1278fa925 Support old pytorch versions that don't have weights_only. 2 years ago
BlenderNeko 8b4b0c3188 vecorized bislerp 2 years ago
comfyanonymous b8ccbec6d8 Various improvements to bislerp. 2 years ago
comfyanonymous 34887b8885 Add experimental bislerp algorithm for latent upscaling.
It's like bilinear but with slerp.
2 years ago
comfyanonymous 6cc450579b Auto transpose images from exif data. 2 years ago
comfyanonymous dc198650c0 sample_dpmpp_2m_sde no longer crashes when step == 1. 2 years ago
comfyanonymous 069657fbf3 Add DPM-Solver++(2M) SDE and exponential scheduler.
exponential scheduler is the one recommended with this sampler.
2 years ago
comfyanonymous b8636a44aa Make scaled_dot_product switch to sliced attention on OOM. 2 years ago
comfyanonymous 797c4e8d3b Simplify and improve some vae attention code. 2 years ago
comfyanonymous ef815ba1e2 Switch default scheduler to normal. 2 years ago
comfyanonymous 68d12b530e Merge branch 'tiled_sampler' of https://github.com/BlenderNeko/ComfyUI 2 years ago
comfyanonymous 3a1f47764d Print the torch device that is used on startup. 2 years ago
BlenderNeko 1201d2eae5
Make nodes map over input lists (#579)
* allow nodes to map over lists

* make work with IS_CHANGED and VALIDATE_INPUTS

* give list outputs distinct socket shape

* add rebatch node

* add batch index logic

* add repeat latent batch

* deal with noise mask edge cases in latentfrombatch
2 years ago
BlenderNeko 19c014f429 comment out annoying print statement 2 years ago
BlenderNeko d9e088ddfd minor changes for tiled sampler 2 years ago
comfyanonymous f7c0f75d1f Auto batching improvements.
Try batching when cond sizes don't match with smart padding.
2 years ago
comfyanonymous 314e526c5c Not needed anymore because sampling works with any latent size. 2 years ago
comfyanonymous c6e34963e4 Make t2i adapter work with any latent resolution. 2 years ago
comfyanonymous a1f12e370d Merge branch 'autostart' of https://github.com/EllangoK/ComfyUI 2 years ago
comfyanonymous 6fc4917634 Make maximum_batch_area take into account python2.0 attention function.
More conservative xformers maximum_batch_area.
2 years ago
comfyanonymous 678f933d38 maximum_batch_area for xformers.
Remove useless code.
2 years ago
EllangoK 8e03c789a2 auto-launch cli arg 2 years ago
comfyanonymous cb1551b819 Lowvram mode for gligen and fix some lowvram issues. 2 years ago
comfyanonymous af9cc1fb6a Search recursively in subfolders for embeddings. 2 years ago
comfyanonymous 6ee11d7bc0 Fix import. 2 years ago
comfyanonymous bae4fb4a9d Fix imports. 2 years ago
comfyanonymous fcf513e0b6 Refactor. 2 years ago
comfyanonymous a74e176a24 Merge branch 'tiled-progress' of https://github.com/pythongosssss/ComfyUI 2 years ago
pythongosssss 5eeecf3fd5 remove unused import 2 years ago
pythongosssss 8912623ea9 use comfy progress bar 2 years ago
comfyanonymous 908dc1d5a8 Add a total_steps value to sampler callback. 2 years ago
pythongosssss fdf57325f4 Merge remote-tracking branch 'origin/master' into tiled-progress 2 years ago
pythongosssss 27df74101e reduce duplication 2 years ago
comfyanonymous 93c64afaa9 Use sampler callback instead of tqdm hook for progress bar. 2 years ago
pythongosssss 06ad35b493 added progress to encode + upscale 2 years ago