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Author SHA1 Message Date
comfyanonymous 4781819a85 Make memory estimation aware of model dtype. 2023-11-12 04:28:26 -05:00
comfyanonymous dd4ba68b6e Allow different models to estimate memory usage differently. 2023-11-12 04:03:52 -05:00
comfyanonymous 2c9dba8dc0 sampling_function now has the model object as the argument. 2023-11-12 03:45:10 -05:00
comfyanonymous 8d80584f6a Remove useless argument from uni_pc sampler. 2023-11-12 01:25:33 -05:00
comfyanonymous 248aa3e563 Fix bug. 2023-11-11 12:20:16 -05:00
comfyanonymous 4a8a839b40 Add option to use in place weight updating in ModelPatcher. 2023-11-11 01:11:12 -05:00
comfyanonymous 412d3ff57d Refactor. 2023-11-11 01:11:06 -05:00
comfyanonymous ca2812bae0 Fix RescaleCFG for batch size > 1. 2023-11-10 22:05:25 -05:00
comfyanonymous 58d5d71a93 Working RescaleCFG node. 
This was broken because of recent changes so I fixed it and moved it from
the experiments repo.
 2023-11-10 20:52:10 -05:00
comfyanonymous 3e0033ef30 Fix model merge bug. 
Unload models before getting weights for model patching.
 2023-11-10 03:19:05 -05:00
comfyanonymous 002aefa382 Support lcm models. 
Use the "lcm" sampler to sample them, you also have to use the
ModelSamplingDiscrete node to set them as lcm models to use them properly.
 2023-11-09 18:30:22 -05:00
comfyanonymous ca71e542d2 Lower cfg step to 0.1 in sampler nodes. 2023-11-09 17:35:17 -05:00
comfyanonymous cd6df8b323 Fix sanitize node name removing the "/" character. 2023-11-09 13:10:19 -05:00
comfyanonymous ec12000136 Add support for full diff lora keys. 2023-11-08 22:05:31 -05:00
comfyanonymous 064d7583eb Add a CONDConstant for passing non tensor conds to unet. 2023-11-08 01:59:09 -05:00
comfyanonymous 794dd2064d Fix typo. 2023-11-07 23:41:55 -05:00
comfyanonymous 0a6fd49a3e Print leftover keys when using the UNETLoader. 2023-11-07 22:15:55 -05:00
comfyanonymous fe40109b57 Fix issue with object patches not being copied with patcher. 2023-11-07 22:15:15 -05:00
comfyanonymous a527d0c795 Code refactor. 2023-11-07 19:33:40 -05:00
comfyanonymous 2a23ba0b8c Fix unet ops not entirely on GPU. 2023-11-07 04:30:37 -05:00
comfyanonymous 844dbf97a7 Add: advanced->model->ModelSamplingDiscrete node. 
This allows changing the sampling parameters of the model (eps or vpred)
or set the model to use zsnr.
 2023-11-07 03:28:53 -05:00
comfyanonymous d07cd44272 Merge branch 'master' of https://github.com/cubiq/ComfyUI 2023-11-07 01:52:13 -05:00
comfyanonymous 656c0b5d90 CLIP code refactor and improvements. 
More generic clip model class that can be used on more types of text
encoders.

Don't apply weighting algorithm when weight is 1.0

Don't compute an empty token output when it's not needed.
 2023-11-06 14:17:41 -05:00
comfyanonymous b3fcd64c6c Make SDTokenizer class work with more types of tokenizers. 2023-11-06 01:09:18 -05:00
comfyanonymous a6c83b3cd0 Merge branch 'fix_unet_wrapper_function_name' of https://github.com/gameltb/ComfyUI 2023-11-05 12:41:38 -05:00
comfyanonymous 02f062b5b7 Sanitize unknown node types on load to prevent XSS. 2023-11-05 12:29:28 -05:00
comfyanonymous 1ffa8858e7 Move model sampling code to comfy/model_sampling.py 2023-11-04 01:32:23 -04:00
comfyanonymous ae2acfc21b Don't convert Nan to zero. 
Converting Nan to zero is a bad idea because it makes it hard to tell when
something went wrong.
 2023-11-03 13:13:15 -04:00
comfyanonymous ee74ef5c9e Increase maximum batch size in LatentRebatch. 2023-11-02 13:07:41 -04:00
comfyanonymous dd116abfc4 Merge branch 'quantize-dither' of https://github.com/tsone/ComfyUI 2023-11-02 00:57:00 -04:00
comfyanonymous d2e27b48f1 sampler_cfg_function now gets the noisy output as argument again. 
This should make things that use sampler_cfg_function behave like before.

Added an input argument for those that want the denoised output.

This means you can calculate the x0 prediction of the model by doing:
(input - cond) for example.
 2023-11-01 21:24:08 -04:00
comfyanonymous 2455aaed8a Allow model or clip to be None in load_lora_for_models. 2023-11-01 20:27:20 -04:00
comfyanonymous 45a3df1cde Merge branch 'filter-widgets-crash-fix' of https://github.com/Jantolick/ComfyUI 2023-11-01 20:17:25 -04:00
comfyanonymous ecb80abb58 Allow ModelSamplingDiscrete to be instantiated without a model config. 2023-11-01 19:13:03 -04:00
comfyanonymous e73ec8c4da Not used anymore. 2023-11-01 00:01:30 -04:00
comfyanonymous 111f1b5255 Fix some issues with sampling precision. 2023-10-31 23:49:29 -04:00
comfyanonymous 7c0f255de1 Clean up percent start/end and make controlnets work with sigmas. 2023-10-31 22:14:32 -04:00
comfyanonymous a268a574fa Remove a bunch of useless code. 
DDIM is the same as euler with a small difference in the inpaint code.
DDIM uses randn_like but I set a fixed seed instead.

I'm keeping it in because I'm sure if I remove it people are going to
complain.
 2023-10-31 18:11:29 -04:00
comfyanonymous 1777b54d02 Sampling code changes. 
apply_model in model_base now returns the denoised output.

This means that sampling_function now computes things on the denoised
output instead of the model output. This should make things more consistent
across current and future models.
 2023-10-31 17:33:43 -04:00
comfyanonymous c837a173fa Fix some memory issues in sub quad attention. 2023-10-30 15:30:49 -04:00
comfyanonymous 125b03eead Fix some OOM issues with split attention. 2023-10-30 13:14:11 -04:00
comfyanonymous a12cc05323 Add --max-upload-size argument, the default is 100MB. 2023-10-29 03:55:46 -04:00
comfyanonymous aac8fc99d6 Cleanup webp import code a bit. 2023-10-28 12:24:50 -04:00
comfyanonymous 2a134bfab9 Fix checkpoint loader with config. 2023-10-27 22:13:55 -04:00
comfyanonymous e60ca6929a SD1 and SD2 clip and tokenizer code is now more similar to the SDXL one. 2023-10-27 15:54:04 -04:00
comfyanonymous 6ec3f12c6e Support SSD1B model and make it easier to support asymmetric unets. 2023-10-27 14:45:15 -04:00
comfyanonymous 434ce25ec0 Restrict loading embeddings from embedding folders. 2023-10-27 02:54:13 -04:00
comfyanonymous 40963b5a16 Apply primitive nodes to graph before serializing workflow. 2023-10-26 19:52:41 -04:00
comfyanonymous 723847f6b3 Faster clip image processing. 2023-10-26 01:53:01 -04:00
comfyanonymous a373367b0c Fix some OOM issues with split and sub quad attention. 2023-10-25 20:17:28 -04:00
comfyanonymous 7fbb217d3a Fix uni_pc returning noisy image when steps <= 3 2023-10-25 16:08:30 -04:00
comfyanonymous d1d2fea806 Pass extra conds directly to unet. 2023-10-25 00:07:53 -04:00
comfyanonymous 036f88c621 Refactor to make it easier to add custom conds to models. 2023-10-24 23:31:12 -04:00
comfyanonymous 3fce8881ca Sampling code refactor to make it easier to add more conds. 2023-10-24 03:38:41 -04:00
comfyanonymous 5c65da312a Remove prints. 2023-10-23 23:39:22 -04:00
comfyanonymous b935bea3a0 The frontend can now load workflows from webp exif. 2023-10-23 21:13:50 -04:00
comfyanonymous 2ec6158e9e Call widget callback on value control to fix primitive node issue. 2023-10-22 23:38:18 -04:00
comfyanonymous 8594c8be4d Empty the cache when torch cache is more than 25% free mem. 2023-10-22 13:58:12 -04:00
comfyanonymous 8b65f5de54 attention_basic now works with hypertile. 2023-10-22 03:59:53 -04:00
comfyanonymous e6bc42df46 Make sub_quad and split work with hypertile. 2023-10-22 03:51:29 -04:00
comfyanonymous 8cfce083c4 Fix primitive node control value not getting loaded. 2023-10-21 22:36:04 -04:00
comfyanonymous a0690f9df9 Fix t2i adapter issue. 2023-10-21 20:31:24 -04:00
comfyanonymous 9906e3efe3 Make xformers work with hypertile. 2023-10-21 13:23:03 -04:00
comfyanonymous 1443caf373 HyperTile node, can be found in: _for_testing->HyperTile 2023-10-21 05:16:38 -04:00
comfyanonymous 8d50f0890d Merge branch 'templates-export-import' of https://github.com/jn-jairo/ComfyUI 2023-10-21 01:29:24 -04:00
comfyanonymous 77c893350a Fix previous commit that broke tests. 2023-10-20 23:13:54 -04:00
comfyanonymous e0c0029fc1 Try to speed up the test-ui workflow. 2023-10-20 23:00:05 -04:00
comfyanonymous 25e3e5af68 Use npm ci for ci instead of npm install in tests. 2023-10-20 22:52:12 -04:00
comfyanonymous 4185324a1d Fix uni_pc sampler math. This changes the images this sampler produces. 2023-10-20 04:16:53 -04:00
comfyanonymous e6962120c6 Make sure cond_concat is on the right device. 2023-10-19 01:14:25 -04:00
comfyanonymous 45c972aba8 Refactor cond_concat into conditioning. 2023-10-18 20:36:58 -04:00
comfyanonymous 430a8334c5 Fix some potential issues. 2023-10-18 19:48:36 -04:00
comfyanonymous 782a24fce6 Refactor cond_concat into model object. 2023-10-18 16:48:37 -04:00
comfyanonymous 0d45a565da Fix memory issue related to control loras. 
The cleanup function was not getting called.
 2023-10-18 02:43:01 -04:00
comfyanonymous c2bb34d865 Implement updated FreeU as _for_testing->FreeU_V2 node 2023-10-18 02:06:49 -04:00
comfyanonymous d44a2de49f Make VAE code closer to sgm. 2023-10-17 15:18:51 -04:00
comfyanonymous f8caa24bcc Support hypernetwork with mish activation function and layer norm. 2023-10-17 12:08:03 -04:00
comfyanonymous 92f0318630 Try to fix notebook. 2023-10-17 11:39:15 -04:00
comfyanonymous 88ceeb3f29 Merge branch 'fix-node-bounding' of https://github.com/jn-jairo/ComfyUI 2023-10-17 03:23:49 -04:00
comfyanonymous 23680a9155 Refactor the attention stuff in the VAE. 2023-10-17 03:19:29 -04:00
comfyanonymous c8013f73e5 Add some Quadro cards to the list of cards with broken fp16. 2023-10-16 16:48:46 -04:00
comfyanonymous 142aac3003 Merge branch 'group-options' of https://github.com/jn-jairo/ComfyUI 2023-10-16 16:18:32 -04:00
comfyanonymous bb064c9796 Add a separate optimized_attention_masked function. 2023-10-16 02:31:24 -04:00
comfyanonymous 7e09e889e3 Make clear that the old CheckpointLoader is deprecated. 2023-10-15 02:22:22 -04:00
comfyanonymous 2231edec21 Merge branch 'filter-files-extensions' of https://github.com/jn-jairo/ComfyUI 2023-10-14 14:30:24 -04:00
comfyanonymous 1b782f2494 Merge branch 'group-select-nodes' of https://github.com/jn-jairo/ComfyUI 2023-10-14 14:28:59 -04:00
comfyanonymous a0ce8a443e Merge branch 'shortcut-collapse' of https://github.com/jn-jairo/ComfyUI 2023-10-14 14:28:17 -04:00
comfyanonymous 3fcab0c642 Merge branch 'fix-mask-nodes' of https://github.com/jn-jairo/ComfyUI 2023-10-14 02:42:06 -04:00
comfyanonymous fd4c5f07e7 Add a --bf16-unet to test running the unet in bf16. 2023-10-13 14:51:10 -04:00
comfyanonymous 9a55dadb4c Refactor code so model can be a dtype other than fp32 or fp16. 2023-10-13 14:41:17 -04:00
comfyanonymous fee3b0c070 Move and comment out. 2023-10-12 20:54:43 -04:00
comfyanonymous 536799d172 Merge branch 'fix-1723' of https://github.com/chrisgoringe/ComfyUI 2023-10-11 23:35:24 -04:00
comfyanonymous 88733c997f pytorch_attention_enabled can now return True when xformers is enabled. 2023-10-11 21:30:57 -04:00
comfyanonymous 20d3852aa1 Pull some small changes from the other repo. 2023-10-11 20:38:48 -04:00
comfyanonymous ac7d8cfa87 Allow attn_mask in attention_pytorch. 2023-10-11 20:38:48 -04:00
comfyanonymous 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.
 2023-10-11 20:38:48 -04:00
comfyanonymous 8cc75c64ff Let unet wrapper functions have .to attributes. 2023-10-11 01:34:38 -04:00
comfyanonymous 5e885bd9c8 Cleanup. 2023-10-10 21:46:53 -04:00
comfyanonymous 851bb87ca9 Merge branch 'taesd_safetensors' of https://github.com/mochiya98/ComfyUI 2023-10-10 21:42:35 -04:00
comfyanonymous be903eb2e2 Add default CheckpointSave, CLIPSave and VAESave paths to model paths. 2023-10-10 01:25:47 -04:00