rattus 6516ab335d wan-vae: Switch off feature cache for single frame (#12090) ...

The code throughout is None safe to just skip the feature cache saving
step if none. Set it none in single frame use so qwen doesn't burn VRAM
on the unused cache.

2026-01-26 19:40:19 -05:00

..

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 noise with ancestral samplers when inferencing on cpu. (#11528)

2025-12-26 22:03:01 -05:00

ldm

wan-vae: Switch off feature cache for single frame (#12090)

2026-01-26 19:40:19 -05:00

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

Support LTX2 tiny vae (taeltx_2) (#11929)

2026-01-21 23:03:51 -05:00

text_encoders

Fix mistral 3 tokenizer code failing on latest transformers version and other breakage. (#12095)

2026-01-26 11:39:00 -05:00

weight_adapter

[Weight-adapter/Trainer] Bypass forward mode in Weight adapter system (#11958)

2026-01-24 22:56:22 -05:00

checkpoint_pickle.py

Remove pytorch_lightning dependency.

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

cli_args.py

Add most basic Asset support for models (#11315)

2026-01-08 22:21:51 -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

Support the siglip 2 naflex model as a clip vision model. (#11831)

2026-01-12 17:05:54 -05:00

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_siglip2_base_naflex.json

Support the siglip 2 naflex model as a clip vision model. (#11831)

2026-01-12 17:05:54 -05:00

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

Add image sizes to clip vision outputs. (#11923)

2026-01-16 23:02:28 -05:00

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

Add handling for vace_context in context windows (#11386)

2025-12-30 14:40:42 -08:00

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

Optimize nvfp4 lora applying. (#11866)

2026-01-14 00:49:38 -05:00

gligen.py

Remove some useless code. (#8812)

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

hooks.py

New Year ruff cleanup. (#11595)

2026-01-01 22:06:14 -05:00

latent_formats.py

Make empty latent node work with other models. (#12062)

2026-01-24 19:23:20 -05:00

lora_convert.py

Implement the USO subject identity lora. (#9674)

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

lora.py

Support ModelScope-Trainer/DiffSynth LoRA format for Flux.2 Klein models (#12042)

2026-01-23 15:27:49 -05:00

model_base.py

qwen_image: propagate attention mask. (#11966)

2026-01-22 20:02:31 -05:00

model_detection.py

Only enable fp16 on z image models that actually support it. (#12065)

2026-01-24 22:32:28 -05:00

model_management.py

pythorch_attn_by_def_on_gfx1200 (#11793)

2026-01-10 16:51:05 -05:00

model_patcher.py

ops: Fix offloading with FP8MM performance (#11697)

2026-01-07 21:01:16 -05:00

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

speed up and reduce VRAM of QWEN VAE and WAN (less so) (#12036)

2026-01-23 19:56:14 -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

Optimize nvfp4 lora applying. (#11866)

2026-01-14 00:49:38 -05:00

rmsnorm.py

Add warning when using old pytorch. (#9347)

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

sample.py

Make regular empty latent node work properly on flux 2 variants. (#12050)

2026-01-23 19:50:48 -05:00

sampler_helpers.py

skip_load_model -> force_full_load (#11390)

2025-12-17 23:29:32 -05:00

samplers.py

Support nested tensor denoise masks. (#11431)

2025-12-19 19:59:25 -05:00

sd1_clip_config.json

Fix potential issue with non clip text embeddings.

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

sd1_clip.py

Fix mistral 3 tokenizer code failing on latest transformers version and other breakage. (#12095)

2026-01-26 11:39:00 -05:00

sd.py

[Weight-adapter/Trainer] Bypass forward mode in Weight adapter system (#11958)

2026-01-24 22:56:22 -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

Fix some custom nodes. (#11134)

2025-12-05 18:25:31 -05:00

supported_models.py

Only enable fp16 on z image models that actually support it. (#12065)

2026-01-24 22:32:28 -05:00

utils.py

Add LyCoris LoKr MLP layer support for Flux2 (#11997)

2026-01-20 23:18:33 -05:00