Rattus ca73329fcd mm: allow unload of the current model ... In some workflows, its possible for a model to be used twice but with different requirements for the inference VRAM. Currently, once a model is loaded at a certain level of offload, it will be preserved at that level of offload if it is used again. This will OOM if there is a major change in the size of the inference VRAM. This happens in your classic latent upscaling workflow where the same model is used twice to generate and upscale. This is very noticable for WAN in particlar. Fix by two-passing the model VRAM unload process, firstly trying with the existing list on idle models and then try again adding the actual models that are about to be loaded. This will implement the partial offload you need of your hot-in-VRAM model to make space for the bigger inference. Improve info messages regarding any unloads done.		2025-11-08 18:29:16 +10:00
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audio_encoders	Support the HuMo model. (#9903)	2025-09-17 00:12:48 -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	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	Fix qwen controlnet regression. (#10657)	2025-11-05 18:07:35 -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	Improvements to the TAESD3 implementation.	2024-06-16 02:04:24 -04:00
text_encoders	Implement gemma 3 as a text encoder. (#10241)	2025-10-06 22:08:08 -04:00
weight_adapter	Fix LoRA Trainer bugs with FP8 models. (#9854)	2025-09-20 21:24:48 -04:00
checkpoint_pickle.py	Remove pytorch_lightning dependency.	2023-06-13 10:11:33 -04:00
cli_args.py	Enable pinned memory by default on Nvidia. (#10656)	2025-11-05 18:08:13 -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 support for Chroma Radiance (#9682)	2025-09-13 17:58:43 -04:00
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	Mixed Precision Quantization System (#10498)	2025-10-28 16:20:53 -04:00
model_detection.py	Mixed Precision Quantization System (#10498)	2025-10-28 16:20:53 -04:00
model_management.py	mm: allow unload of the current model	2025-11-08 18:29:16 +10:00
model_patcher.py	Fix issue with pinned memory. (#10597)	2025-11-01 17:25:59 -04:00
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	This seems to slow things down slightly on Linux. (#10624)	2025-11-03 21:47:14 -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	More fp8 torch.compile regressions fixed. (#10625)	2025-11-03 22:14:20 -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	Disable prompt weights for qwen. (#9438)	2025-08-20 01:08:11 -04:00
sd.py	Add RAM Pressure cache mode (#10454)	2025-10-30 17:39:02 -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 Quantization System (#10498)	2025-10-28 16:20:53 -04:00
supported_models.py	Lower wan memory estimation value a bit. (#9964)	2025-09-20 22:09:35 -04:00
utils.py	WIP way to support multi multi dimensional latents. (#10456)	2025-10-23 21:21:14 -04:00