Kosinkadink fd79f22bdf Backport Hunyuan 3D 2.1 attention batch-size fixes from #13699 ...

CrossAttention.kv.view and Attention.qkv_combined.view both hardcoded
batch=1 in the reshape, crashing or silently mis-shaping whenever the
actual batch dimension was greater than 1. These were fixed on master
in #13699 as part of the same patch that gated the chunk(2) swap, but
worksplit-multigpu only picked up the chunk(2) gate. Bring the two
view() fixes over so we have parity with master.

Amp-Thread-ID: https://ampcode.com/threads/T-019e4a00-fe3d-76bd-a2f2-a8c8c4040082
Co-authored-by: Amp <amp@ampcode.com>

2026-05-21 12:17:24 -07:00

..

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

Backport Hunyuan 3D 2.1 attention batch-size fixes from #13699

2026-05-21 12:17:24 -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