comfyanonymous c711b8f437 Add --fp16-intermediates to use fp16 for intermediate values between nodes (#12953) ...

This is an experimental WIP option that might not work in your workflow but
should lower memory usage if it does.

Currently only the VAE and the load image node will output in fp16 when
this option is turned on.

2026-03-14 19:18:19 -04:00

..

audio_encoders

Fix fp16 audio encoder models (#12811)

2026-03-06 18:20:07 -05:00

cldm

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

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

comfy_types

fix: use frontend-compatible format for Float gradient_stops (#12789)

2026-03-12 10:14:28 -07:00

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

Support flux 2 klein kv cache model: Use the FluxKVCache node. (#12905)

2026-03-12 11:30:50 -04:00

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

Support the LTXAV 2.3 model. (#12773)

2026-03-04 20:06:20 -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

Add --fp16-intermediates to use fp16 for intermediate values between nodes (#12953)

2026-03-14 19:18:19 -04:00

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

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

feat: Support mxfp8 (#12907)

2026-03-14 18:36:29 -04:00

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

Fix text encoder lora loading for wrapped models (#12852)

2026-03-09 16:08:51 -04:00

memory_management.py

comfy aimdo 0.2.11 + Improved RAM Pressure release strategies - Windows speedups (#12925)

2026-03-13 22:18:08 -04:00

model_base.py

Support the LTXAV 2.3 model. (#12773)

2026-03-04 20:06:20 -05:00

model_detection.py

model_detection: deep clone pre edited edited weights (#12862)

2026-03-09 23:50:10 -04:00

model_management.py

Add --fp16-intermediates to use fp16 for intermediate values between nodes (#12953)

2026-03-14 19:18:19 -04:00

model_patcher.py

comfy aimdo 0.2.11 + Improved RAM Pressure release strategies - Windows speedups (#12925)

2026-03-13 22:18:08 -04:00

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

feat: Support mxfp8 (#12907)

2026-03-14 18:36:29 -04:00

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

comfy aimdo 0.2.11 + Improved RAM Pressure release strategies - Windows speedups (#12925)

2026-03-13 22:18:08 -04:00

pixel_space_convert.py

Changes to the previous radiance commit. (#9851)

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

quant_ops.py

feat: Support mxfp8 (#12907)

2026-03-14 18:36:29 -04:00

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

Add --fp16-intermediates to use fp16 for intermediate values between nodes (#12953)

2026-03-14 19:18:19 -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

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

comfy aimdo 0.2.11 + Improved RAM Pressure release strategies - Windows speedups (#12925)

2026-03-13 22:18:08 -04:00

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