rattus d531e3fb2a model_patcher: Improve dynamic offload heuristic (#12759) ...

Define a threshold below which a weight loading takes priority. This
actually makes the offload consistent with non-dynamic, because what
happens, is when non-dynamic fills ints to_load list, it will fill-up
any left-over pieces that could fix large weights with small weights
and load them, even though they were lower priority. This actually
improves performance because the timy weights dont cost any VRAM and
arent worth the control overhead of the DMA etc.

2026-03-04 07:47:44 -08:00

..

audio_encoders

Reduce RAM usage, fix VRAM OOMs, and fix Windows shared memory spilling with adaptive model loading (#11845)

2026-02-01 01:01:11 -05:00

cldm

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

2025-11-23 04:55:22 -05:00

comfy_types

feat: add gradient-slider display mode for FLOAT inputs (#12536)

2026-02-20 22:52:32 -08:00

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

ace15: Use dynamic_vram friendly trange (#12409)

2026-02-11 14:53:42 -05:00

ldm

Feat: z-image pixel space (model still training atm) (#12709)

2026-03-02 19:43:47 -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(ace15): handle missing lm_metadata in memory estimation during checkpoint export #12669 (#12686)

2026-02-28 01:18:40 -05:00

weight_adapter

MPDynamic: force load flux img_in weight (Fixes flux1 canny+depth lora crash) (#12446)

2026-02-15 20:30:09 -05:00

cli_args.py

model_mangament: make dynamic --disable-smart-memory work (#12724)

2026-03-01 19:18:56 -08:00

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

…

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

…

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

Reduce RAM usage, fix VRAM OOMs, and fix Windows shared memory spilling with adaptive model loading (#11845)

2026-02-01 01:01:11 -05:00

conds.py

Cleanups to the last PR. (#12646)

2026-02-26 01:30:31 -05:00

context_windows.py

fix: handle substep sigmas in context window set_step (#12719)

2026-03-01 09:38:30 -08:00

controlnet.py

Add working Qwen 2512 ControlNet (Fun ControlNet) support (#12359)

2026-02-13 22:23:52 -05:00

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

Feat: z-image pixel space (model still training atm) (#12709)

2026-03-02 19:43:47 -05:00

lora_convert.py

Use torch RMSNorm for flux models and refactor hunyuan video code. (#12432)

2026-02-13 15:35:13 -05:00

lora.py

feat(ace-step): add ACE-Step 1.5 lycoris key alias mapping for LoKR #12638 (#12665)

2026-02-26 18:19:19 -05:00

memory_management.py

comfy-aimdo 0.2 - Improved pytorch allocator integration (#12557)

2026-02-21 10:52:57 -08:00

model_base.py

Feat: z-image pixel space (model still training atm) (#12709)

2026-03-02 19:43:47 -05:00

model_detection.py

Feat: z-image pixel space (model still training atm) (#12709)

2026-03-02 19:43:47 -05:00

model_management.py

DynamicVram: Add casting / fix torch Buffer weights (#12749)

2026-03-03 18:19:40 -08:00

model_patcher.py

model_patcher: Improve dynamic offload heuristic (#12759)

2026-03-04 07:47:44 -08:00

model_sampling.py

initial FlowRVS support (#12637)

2026-02-25 23:38:46 -05:00

nested_tensor.py

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

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

ops.py

ops: implement lora requanting for non QuantizedTensor fp8 (#12668)

2026-02-27 19:05:51 -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

pinned_memory.py

fix pinning with model defined dtype (#12208)

2026-02-01 08:42:32 -08:00

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

Remove code to support RMSNorm on old pytorch. (#12499)

2026-02-16 20:09:24 -05:00

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

Disable dynamic_vram when weight hooks applied (#12653)

2026-02-28 16:50:18 -05:00

samplers.py

Disable dynamic_vram when weight hooks applied (#12653)

2026-02-28 16:50:18 -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

Force min length 1 when tokenizing for text generation. (#12538)

2026-02-19 22:57:44 -05:00

sd.py

Disable dynamic_vram when weight hooks applied (#12653)

2026-02-28 16:50:18 -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

Adjust memory usage factor of zeta model. (#12746)

2026-03-03 17:35:22 -05:00

utils.py

DynamicVram: Add casting / fix torch Buffer weights (#12749)

2026-03-03 18:19:40 -08:00

windows.py

Reduce RAM usage, fix VRAM OOMs, and fix Windows shared memory spilling with adaptive model loading (#11845)

2026-02-01 01:01:11 -05:00