Rattus 74fe85e0a8 mp: order the module list by offload expense ...

Calculate an approximate offloading temporary VRAM cost to offload a
weight and primary order the module load list by that. In the simple
case this is just the same as the module weight, but with Loras, a
weight with a lora consumes considerably more VRAM to do the Lora
application on-the-fly.

This will slightly prioritize lora weights, but is really for
proper VRAM offload accounting.

2025-11-27 15:39:50 +10:00

..

audio_encoders

Support the HuMo model. (#9903)

2025-09-17 00:12:48 -04:00

cldm

Add better error message for common error. (#10846)

2025-11-23 04:55:22 -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

Add Hunyuan 3D 2.1 Support (#8714)

2025-09-04 20:36:20 -04:00

k_diffusion

Fix depending on asserts to raise an exception in BatchedBrownianTree and Flash attn module (#9884)

2025-09-15 20:05:03 -04:00

ldm

block info (#10841)

2025-11-26 20:28:44 -08:00

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

Z Image model. (#10892)

2025-11-25 18:41:45 -05:00

weight_adapter

Fix loras not working on mixed fp8. (#10899)

2025-11-26 00:07:58 -05:00

checkpoint_pickle.py

Remove pytorch_lightning dependency.

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

cli_args.py

--disable-api-nodes now sets CSP header to force frontend offline. (#10829)

2025-11-21 17:51:55 -05:00

clip_config_bigg.json

Fix potential issue with non clip text embeddings.

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

clip_model.py

USO style reference. (#9677)

2025-09-02 15:36:22 -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

Some changes to the previous hunyuan PR. (#9725)

2025-09-04 20:39:02 -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

Fix Race condition in --async-offload that can cause corruption (#10501)

2025-10-29 17:17:46 -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

Add cheap latent preview for flux 2. (#10907)

2025-11-26 04:00:43 -05:00

lora_convert.py

Implement the USO subject identity lora. (#9674)

2025-09-01 18:54:02 -04:00

lora.py

Support the omnigen2 umo lora. (#9886)

2025-09-15 18:10:55 -04:00

model_base.py

Fix Flux2 reference image mem estimation. (#10905)

2025-11-26 02:36:19 -05:00

model_detection.py

Z Image model. (#10892)

2025-11-25 18:41:45 -05:00

model_management.py

mm: remove 128MB minimum

2025-11-27 15:39:50 +10:00

model_patcher.py

mp: order the module list by offload expense

2025-11-27 15:39:50 +10:00

model_sampling.py

Refactor model sampling sigmas code. (#10250)

2025-10-08 17:49:02 -04:00

nested_tensor.py

WIP way to support multi multi dimensional latents. (#10456)

2025-10-23 21:21:14 -04:00

ops.py

Fix loras not working on mixed fp8. (#10899)

2025-11-26 00:07:58 -05:00

options.py

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

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

patcher_extension.py

Fix order of inputs nested merge_nested_dicts (#10362)

2025-10-15 16:47:26 -07:00

pixel_space_convert.py

Changes to the previous radiance commit. (#9851)

2025-09-13 18:03:34 -04:00

quant_ops.py

Fix loras not working on mixed fp8. (#10899)

2025-11-26 00:07:58 -05:00

rmsnorm.py

Add warning when using old pytorch. (#9347)

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

sample.py

Fix mistake. (#10484)

2025-10-25 23:07:29 -04:00

sampler_helpers.py

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

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

samplers.py

WIP way to support multi multi dimensional latents. (#10456)

2025-10-23 21:21:14 -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

Lower vram usage for flux 2 text encoder. (#10887)

2025-11-25 14:58:39 -05:00

sd.py

Z Image model. (#10892)

2025-11-25 18:41:45 -05:00

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 Quantization System (#10498)

2025-10-28 16:20:53 -04:00

supported_models.py

Adjustments to Z Image. (#10893)

2025-11-25 19:02:51 -05:00

utils.py

WIP way to support multi multi dimensional latents. (#10456)

2025-10-23 21:21:14 -04:00