bymyself 83df2a88bd refactor: add prompt_id as hidden type, fix imports, add docstrings ...

- Add PROMPT_ID as a new hidden type in the Hidden enum, HiddenHolder,
  HiddenInputTypeDict, and execution engine resolution (both V3 and legacy)
- Refactor GetImageSize to use cls.hidden.prompt_id instead of manually
  calling get_executing_context() — addresses reviewer feedback
- Remove lazy import of get_executing_context from nodes_images.py
- Add docstrings to send_progress_text, _display_text, HiddenHolder,
  and HiddenHolder.from_dict

Amp-Thread-ID: https://ampcode.com/threads/T-019ca1cb-0150-7549-8b1b-6713060d3408

2026-02-27 17:21:14 -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

refactor: add prompt_id as hidden type, fix imports, add docstrings

2026-02-27 17:21:14 -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

Class WanVAE, def encode, feat_map is using self.decoder instead of self.encoder (#12682)

2026-02-27 19:03:45 -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 ltxav te mem estimation. (#12643)

2026-02-25 23:13:47 -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

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

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

…

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

Add handling for vace_context in context windows (#11386)

2025-12-30 14:40:42 -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

Basic support for the ace step 1.5 model. (#12237)

2026-02-03 00:06:18 -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

Cleanups to the last PR. (#12646)

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

model_detection.py

feat: Support SDPose-OOD (#12661)

2026-02-26 19:59:05 -05:00

model_management.py

Enable Pytorch Attention for gfx950 (#12641)

2026-02-26 20:16:12 -05:00

model_patcher.py

Disable dynamic_vram when using torch compiler (#12612)

2026-02-24 19:13:46 -05:00

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

…

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

[Trainer] training with proper offloading (#12189)

2026-02-10 21:45:19 -05:00

samplers.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

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

initial FlowRVS support (#12637)

2026-02-25 23:38:46 -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

feat: Support SDPose-OOD (#12661)

2026-02-26 19:59:05 -05:00

utils.py

Fix Aimdo fallback on probe to not use zero-copy sft (#12634)

2026-02-25 16:49:48 -05:00

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