Rattus 13a7b68ad7 mp/mm: APi expansions for dynamic loading ... Add two api expansions, a flag for whether a model patcher is dynamic a a very basic RAM freeing system. Implement the semantics of the dynamic model patcher which never frees VRAM ahead of time for the sake of another dynamic model patcher. At the same time add an API for clearing out pins on a reservation of model size x2 heuristic, as pins consume RAM in their own right in the dynamic patcher. This is actually less about OOMing RAM and more about performance, as with assign=True load semantics there needs to be plenty headroom for the OS to load models to dosk cache on demand so err on the side of kicking old pins out.		2026-01-27 18:56:10 +10:00
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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
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
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
cli_args.py	Add most basic Asset support for models (#11315)	2026-01-08 22:21:51 -05:00
clip_config_bigg.json
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
clip_vision_config_h.json
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
clip_vision_config_vitl.json
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
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
diffusers_load.py
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
memory_management.py	mm: Implement cast buffer allocations	2026-01-27 18:56:10 +10:00
model_base.py	Reduce RAM and compute time in model saving with Loras	2026-01-27 18:56:10 +10:00
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	mp/mm: APi expansions for dynamic loading	2026-01-27 18:56:10 +10:00
model_patcher.py	mp/mm: APi expansions for dynamic loading	2026-01-27 18:56:10 +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	mm: Implement cast buffer allocations	2026-01-27 18:56:10 +10:00
options.py
patcher_extension.py	Fix order of inputs nested merge_nested_dicts (#10362)	2025-10-15 16:47:26 -07:00
pinned_memory.py	pinned_memory: add python	2026-01-27 18:56:10 +10:00
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	mp: wrap get_free_memory	2026-01-27 18:56:10 +10:00
sd1_clip_config.json
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	mp: wrap get_free_memory	2026-01-27 18:56:10 +10:00
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	move string_to_seed to utils.py	2026-01-27 18:56:10 +10:00