Kosinkadink 019261ed96 Simplify Hunyuan 3D 2.1 swap_cfg_halves gate to a shape check ... The previous gate (len(cond_or_uncond) == 2 and set == {0, 1}) was intended to skip the cond/uncond swap when only one half was present under MultiGPU CFG Split, but it was too restrictive: it also skipped batch_size > 1 + CFG (cond_or_uncond like [0, 0, 1, 1] or [0,0,0,0, 1,1,1,1]), where chunk(2) still splits the batch cleanly into a cond half and an uncond half and the swap is still required. Switch to context.shape[0] >= 2, matching the parallel fix landed on master in #13699. The swap is a permutation-invariant no-op when the two halves don't form a CFG pair (since the output swap_cfg_halves block immediately undoes the permutation), so the only thing the gate actually needs to do is guard against chunk(2) on a batch of one. Amp-Thread-ID: https://ampcode.com/threads/T-019e4a00-fe3d-76bd-a2f2-a8c8c4040082 Co-authored-by: Amp <amp@ampcode.com>		2026-05-21 12:14:02 -07:00
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audio_encoders	Fix fp16 audio encoder models (#12811)	2026-03-06 18:20:07 -05:00
background_removal	Add support for BiRefNet background remove model (CORE-46) (#12747)	2026-05-08 17:59:24 +08:00
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	feat: Support MoGe (CORE-168) (#13878)	2026-05-15 10:34:56 +08:00
k_diffusion	feat: Support HiDream-O1-Image (CORE-187) (#13817)	2026-05-11 20:35:53 -07:00
ldm	Simplify Hunyuan 3D 2.1 swap_cfg_halves gate to a shape check	2026-05-21 12:14:02 -07:00
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	Add high quality preview support for Flux2 latents (#13496)	2026-04-29 19:37:30 -04:00
text_encoders	Fix Qwen3.5 text generation with multiple input images (#13943)	2026-05-18 01:16:42 -04:00
weight_adapter	MPDynamic: force load flux img_in weight (Fixes flux1 canny+depth lora crash) (#12446)	2026-02-15 20:30:09 -05:00
bg_removal_model.py	Fix BiRefNet issue (#13966)	2026-05-19 05:03:22 +08:00
cli_args.py	Document --cuda-device comma format and MultiGPU Options relative_speed gap	2026-05-20 20:48:59 -07:00
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	feat: Context windows - add causal_window_fix to improve blending of context windows (CORE-100) (#13563)	2026-05-05 16:40:53 -07:00
controlnet.py	Free QwenFunControlNet base_model reference in cleanup	2026-05-21 11:35:54 -07:00
deploy_environment.py	Add deploy environment header (Comfy-Env) to partner node API calls (#13425)	2026-05-04 20:17:56 -07:00
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	Fix typos (#10986)	2026-05-08 17:14:45 +08:00
latent_formats.py	Use temporal downscale to make empty audio latent nodes more reusable. (#13975)	2026-05-19 00:14:30 -04:00
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	Support anima TE lora kohya format. (#13847)	2026-05-11 20:01:52 -07:00
memory_management.py	Integrate RAM cache with model RAM management (#13173)	2026-03-27 21:34:16 -04:00
model_base.py	HiDream-O1: support area conditioning (#13944)	2026-05-18 01:17:05 -04:00
model_detection.py	feat: Support HiDream-O1-Image (CORE-187) (#13817)	2026-05-11 20:35:53 -07:00
model_management.py	Fix get_all_torch_devices for XPU/NPU and guard remove()	2026-05-20 16:46:38 -07:00
model_patcher.py	Restore prepare_state backward-compatible signature	2026-05-21 11:35:39 -07:00
model_prefetch.py	prefetch: guard against no offload (#13703)	2026-05-04 12:56:05 -07:00
model_sampling.py	feat: Support HiDream-O1-Image (CORE-187) (#13817)	2026-05-11 20:35:53 -07:00
multigpu.py	Prune inherited multigpu clones when max_gpus is lowered	2026-05-20 16:46:45 -07:00
nested_tensor.py	WIP way to support multi multi dimensional latents. (#10456)	2025-10-23 21:21:14 -04:00
ops.py	Fix typo in ops.py (#11925)	2026-05-20 05:45:04 +08:00
options.py	Only parse command line args when main.py is called.	2023-09-13 11:38:20 -04:00
patcher_extension.py	Merge branch 'master' into worksplit-multigpu	2025-10-15 17:33:02 -07:00
pinned_memory.py	dynamicVRAM + --cache-ram 2 (CORE-117) (#13603)	2026-04-28 19:15:02 -04:00
pixel_space_convert.py	Changes to the previous radiance commit. (#9851)	2025-09-13 18:03:34 -04:00
quant_ops.py	Enable triton comfy kitchen via cli-arg (#12730)	2026-05-03 14:07:21 -04:00
rmsnorm.py	feat: Gemma4 text generation support (CORE-30) (#13376)	2026-05-02 22:46:15 -04:00
sample.py	Initial work to make downscale_ratio_temporal work. (#13972)	2026-05-18 23:01:43 -04:00
sampler_helpers.py	Merge remote-tracking branch 'origin/master' into merge-master-into-worksplit-multigpu	2026-05-19 21:43:51 -07:00
samplers.py	Note _calc_cond_batch and _calc_cond_batch_multigpu must stay in sync	2026-05-21 11:47:53 -07:00
sd1_clip_config.json	Fix potential issue with non clip text embeddings.	2024-07-30 14:41:13 -04:00
sd1_clip.py	feat: Support Qwen3.5 text generation models (#12771)	2026-03-25 22:48:28 -04:00
sd.py	Guard cached_patcher_init when output_model is False	2026-05-20 16:46:31 -07:00
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	Better Hidream O1 mem usage factor for non dynamic vram. (#13864)	2026-05-12 20:55:38 -07:00
utils.py	Fix void failing with RuntimeError: start (0) + length (464) exceeds dimension size (461). (#13873)	2026-05-13 12:37:30 -07:00
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