comfyanonymous d328bf734a Implement the USO subject identity lora. ...

Use the lora with FluxContextMultiReferenceLatentMethod node set to "uso"
and a ReferenceLatent node with the reference image.

2025-09-01 18:51:45 -04:00

..

audio_encoders

Implement wav2vec2 as an audio encoder model. (#9549)

2025-08-25 23:26:47 -04:00

cldm

Replace print with logging (#6138)

2024-12-20 16:24:55 -05:00

comfy_types

LoRA Trainer: LoRA training node in weight adapter scheme (#8446)

2025-06-13 19:25:59 -04:00

extra_samplers

Uni pc sampler now works with audio and video models.

2025-01-18 05:27:58 -05:00

image_encoders

Fix for dino lowvram. (#7748)

2025-04-23 04:12:52 -04:00

k_diffusion

SEEDS: update noise decomposition and refactor (#9633)

2025-08-31 00:01:45 -04:00

ldm

Implement the USO subject identity lora.

2025-09-01 18:51:45 -04:00

sd1_tokenizer

Silence clip tokenizer warning. (#8934)

2025-07-16 14:42:07 -04:00

t2i_adapter

Controlnet refactor.

2024-06-27 18:43:11 -04:00

taesd

Improvements to the TAESD3 implementation.

2024-06-16 02:04:24 -04:00

text_encoders

Disable prompt weights for qwen. (#9438)

2025-08-20 01:08:11 -04:00

weight_adapter

Fix #9537 (#9576)

2025-08-27 12:45:02 -04:00

checkpoint_pickle.py

Remove pytorch_lightning dependency.

2023-06-13 10:11:33 -04:00

cli_args.py

Fix XPU iGPU regressions (#9322)

2025-08-13 19:13:35 -04:00

clip_config_bigg.json

Fix potential issue with non clip text embeddings.

2024-07-30 14:41:13 -04:00

clip_model.py

P2 of qwen edit model. (#9412)

2025-08-18 22:38:34 -04:00

clip_vision_config_g.json

Add support for clip g vision model to CLIPVisionLoader.

2023-08-18 11:13:29 -04:00

clip_vision_config_h.json

Add support for unCLIP SD2.x models.

2023-04-01 23:19:15 -04:00

clip_vision_config_vitl_336_llava.json

Support llava clip vision model.

2025-03-06 00:24:43 -05:00

clip_vision_config_vitl_336.json

support clip-vit-large-patch14-336 (#4042)

2024-07-17 13:12:50 -04:00

clip_vision_config_vitl.json

Add support for unCLIP SD2.x models.

2023-04-01 23:19:15 -04:00

clip_vision_siglip_384.json

Support new flux model variants.

2024-11-21 08:38:23 -05:00

clip_vision_siglip_512.json

Support 512 siglip model.

2025-04-05 07:01:01 -04:00

clip_vision.py

throw away alpha channel in clip vision preprocessor (#7769)

2025-04-23 21:28:36 -04:00

conds.py

Add some warnings and prevent crash when cond devices don't match. (#9169)

2025-08-04 04:20:12 -04:00

context_windows.py

Make step index detection much more robust (#9392)

2025-08-17 18:54:07 -04:00

controlnet.py

Support InstantX Qwen controlnet. (#9488)

2025-08-22 00:53:11 -04:00

diffusers_convert.py

Remove useless code.

2025-01-24 06:15:54 -05:00

diffusers_load.py

load_unet -> load_diffusion_model with a model_options argument.

2024-08-12 23:20:57 -04:00

float.py

Clamp output when rounding weight to prevent Nan.

2024-10-19 19:07:10 -04:00

gligen.py

Remove some useless code. (#8812)

2025-07-06 07:07:39 -04:00

hooks.py

Hooks Part 2 - TransformerOptionsHook and AdditionalModelsHook (#6377)

2025-01-11 12:20:23 -05:00

latent_formats.py

Wan 2.2 support. (#9080)

2025-07-28 08:00:23 -04:00

lora_convert.py

Implement the USO subject identity lora.

2025-09-01 18:51:45 -04:00

lora.py

Implement the USO subject identity lora.

2025-09-01 18:51:45 -04:00

model_base.py

Support wan2.2 5B fun control model. (#9611)

2025-08-28 22:13:07 -04:00

model_detection.py

WIP Wan 2.2 S2V model. (#9568)

2025-08-27 01:10:34 -04:00

model_management.py

Support for Qwen Diffsynth Controlnets canny and depth. (#9465)

2025-08-20 22:26:37 -04:00

model_patcher.py

Support for Qwen Diffsynth Controlnets canny and depth. (#9465)

2025-08-20 22:26:37 -04:00

model_sampling.py

Basic initial support for cosmos predict2 text to image 2B and 14B models. (#8517)

2025-06-13 07:05:23 -04:00

ops.py

Fix last commit not working on older pytorch. (#9346)

2025-08-14 23:44:02 -04:00

options.py

Only parse command line args when main.py is called.

2023-09-13 11:38:20 -04:00

patcher_extension.py

Implement EasyCache and Invent LazyCache (#9496)

2025-08-22 22:41:08 -04:00

rmsnorm.py

Add warning when using old pytorch. (#9347)

2025-08-15 00:22:26 -04:00

sample.py

Auto reshape 2d to 3d latent for single image generation on video model.

2024-12-29 02:26:49 -05:00

sampler_helpers.py

Added context window support to core sampling code (#9238)

2025-08-13 21:33:05 -04:00

samplers.py

Add DPM++ 2M SDE Heun (RES) sampler (#9542)

2025-08-27 19:07:31 -04:00

sd1_clip_config.json

Fix potential issue with non clip text embeddings.

2024-07-30 14:41:13 -04:00

sd1_clip.py

Disable prompt weights for qwen. (#9438)

2025-08-20 01:08:11 -04:00

sd.py

Initial support for qwen image model. (#9179)

2025-08-04 22:53:25 -04:00

sdxl_clip.py

Add a T5TokenizerOptions node to set options for the T5 tokenizer. (#7803)

2025-04-25 19:36:00 -04:00

supported_models_base.py

Mixed precision diffusion models with scaled fp8.

2024-10-21 18:12:51 -04:00

supported_models.py

Adjust flux mem usage factor a bit. (#9588)

2025-08-27 23:08:17 -04:00

utils.py

Add WAN ATI support (#8874)

2025-07-24 20:59:19 -04:00