Commit Graph

874 Commits

Author SHA1 Message Date
Kohaku-Blueleaf
ee4ee09a64
Merge branch 'master' into video-dataset-nodes 2026-06-23 09:07:32 +08:00
Alexis Rolland
b0f9e326af
Add output socket to save nodes (#13866)
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2026-06-22 10:15:28 +08:00
Alexis Rolland
69d34f2654
Rename a bunch of nodes (#14547) 2026-06-20 08:01:28 +08:00
Barish Ozbay
cd77c551d6
feat: Context Windows sampling with LTX2 models and IC-LoRa guides (CORE-3) (#13325) 2026-06-20 07:47:31 +08:00
Terry Jia
2ab3816dcf
feat: add Load3DAdvanced node (#14316) 2026-06-20 07:06:55 +08:00
Matt Miller
94ee49b161
harden: load training-dataset shards with weights_only=True (#14543)
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LoadTrainingDataset was the only torch.load call in the codebase without
weights_only=True; comfy/utils.py and comfy/sd1_clip.py already pass it.
Recent PyTorch defaults to weights_only=True, so this is defense-in-depth
for installs pinned to older PyTorch. Verified a typical shard (latents +
standard conditioning) round-trips cleanly under weights_only=True.
2026-06-18 15:30:57 -04:00
comfyanonymous
52257bb435
Add negative prompt to boogu edit node and set min images to 0. (#14529) 2026-06-17 15:42:29 -07:00
Jukka Seppänen
e25c391888
feat: Support Boogu-Image (CORE-308) (#14523)
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2026-06-17 14:22:36 -07:00
Jukka Seppänen
a590d60bb1
feat: SCAIL-2 multireference (CORE-310) (#14509)
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* SCAIl-2: support multiref
2026-06-17 16:21:23 +03:00
Alexis Rolland
d202707ff2
Update TripoSplat categories (#14512) 2026-06-17 21:02:45 +08:00
Alexis Rolland
ca1622ca24
chore: Update nodes categories (CORE-263) (#14460) 2026-06-17 08:33:09 +08:00
Jukka Seppänen
fc964047e7
feat: Support text generation with Qwen3-VL (CORE-276) (#14298) 2026-06-17 08:12:44 +08:00
Maksim
d38ea29d62
Add the checkbox to disable head drawing in node SDPoseDrawKeypoints (#14446) 2026-06-16 16:21:04 +08:00
Alexis Rolland
a439dcae07
Update nodes titles (#14417) 2026-06-16 11:42:00 +08:00
Alexander Piskun
fe54b5e955
Add 10-bit video support (#14452)
Create Video gets a bit_depth option (8-bit/10-bit); the selected depth is carried by the video and applied when it gets encoded. Save Video and Video Slice now keep the source bit depth instead of always quantizing to 8-bit, so 10-bit videos stay 10-bit. 10-bit uses h264 with the yuv420p10le pixel format,so there's no new codec or container.

Signed-off-by: bigcat88 <bigcat88@icloud.com>
2026-06-13 16:05:25 +03:00
comfyanonymous
10d466b0e3
Don't crash when using flux kv cache with split batches. (#14422)
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2026-06-11 16:38:06 -07:00
Jukka Seppänen
b97e60fc6b
Fix SCAIL-2 reference mask background convention (#14415) 2026-06-11 16:17:04 +08:00
Kohaku-Blueleaf
f350acdf21
[Trainer/bug] Ensure model is not inference mode (CORE-72) (#13400)
* Ensure model is not inference mode

* force clone inside training mode to avoid inference tensor

* Allow force deepcopy for model patcher
2026-06-09 23:07:47 -04:00
Talmaj
5ece24e73c
Depth anything 3 (Core-135) (#13853)
Co-authored-by: Alexis Rolland <alexisrolland@hotmail.com>
2026-06-10 09:28:24 +08:00
Jukka Seppänen
f8e51b674c
feat: Add Bernini-R model support (Wan video) (CORE-279) (#14216)
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2026-06-10 07:47:34 +08:00
Kohaku-Blueleaf
ad564899d3
Ensure conditions are not trainable to avoid bugs (#14368) 2026-06-09 15:55:29 -04:00
Alexis Rolland
9fc6f5f6dd
Move bg_removal_model input socket to first position for nicer display (#14353)
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2026-06-09 23:36:56 +08:00
Jukka Seppänen
184009c2f6
feat: Add model support for SCAIL-2 (#14373)
* initial SCAIL2 support
2026-06-09 18:24:09 +03:00
Kohaku-Blueleaf
133a872cc8 style(video nodes): align naming/category with image nodes (PR #13588 review)
Apply the same naming convention the image nodes adopted, per
@alexisrolland's review on PR #13588:

- Load Video (from Folder), Load Video-Text (from Folder): category
  "video", add search_aliases + description.
- Sample Video Frame (was "Video Frame Sample"): category "video".
- Crop Video (Temporal) / Crop Video (Temporal Random): category
  "video/transform", verb-first names, search_aliases + description.
- Shuffle Videos List (was "Shuffle Video Dataset"): category
  "video/batch".
- Shuffle Pairs of Video-Text: category "dataset/video".

All video schemas now carry search_aliases and description to match the
image-node conventions.

Resolved review threads on PR #13588. Two comments were outdated and
intentionally skipped:
- CodeRabbit container-leak on load_video_frames(): the function was
  replaced by _decode_selected_frames() using `with av.open(...)`.
- "category=cls.category" on ShuffleVideoDataset: the node is no longer
  an ImageProcessingNode subclass, so category is set directly.
2026-06-09 13:17:07 +08:00
Kohaku-Blueleaf
8960366a8b Merge branch 'master' into video-dataset-nodes
Brings the master-side refactor of the dataset nodes into the video
branch. Conflicts were all in comfy_extras/nodes_dataset.py and resolved
to keep both sides' intent:

- ImageProcessingNode base class: kept master's _ensure_image_list group
  normalization AND the branch's per-frame video loop (per_frame_process)
  for individual _process nodes, so spatial transforms still auto-apply
  per video frame while group nodes use the new list handling.
- AdjustBrightness / AdjustContrast: kept master's category
  ("image/adjustments") and descriptions plus the branch's
  per_frame_process = False (pure tensor math runs on the whole batch).
- save_images_to_folder: took master's signature with the new
  overwrite/increment support; kept the branch's video loader nodes that
  were inserted just above it.

nodes_train.py auto-merged: branch's generic repeat(num_images,
*[1]*(ndim-1)) (needed for 5D video latents) is preserved while master's
category renames (model/training, model/loaders) are applied.
2026-06-09 13:17:07 +08:00
Kohaku-Blueleaf
c7d29a42ba refactor(video dataset): lazy video loading and frame-selective decode
- Replace eager load_video_frames() with _decode_selected_frames() that
  opens the container with `with av.open(...)` (no resource leak) and
  decodes only the requested frame indices.
- Video loader nodes now emit lazy VideoFromFile references; sampling and
  temporal-crop nodes operate lazily / decode only selected frames.
2026-06-09 13:17:06 +08:00
comfyanonymous
00b633f368
Revert "Add SeedVR2 support (CORE-6) (#14110)" (#14359)
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This reverts commit 7863cf0e53.
2026-06-08 18:00:20 -04:00
Silver
a1c434eb65
Improve ResolutionSelector (#14309) 2026-06-09 01:05:10 +08:00
Jukka Seppänen
fc258b10e5
Add Color primitive (#14260) 2026-06-09 00:30:28 +08:00
John Pollock
7863cf0e53
Add SeedVR2 support (CORE-6) (#14110) 2026-06-08 18:15:05 +08:00
Terry Jia
ea36cb16d6
feat(3d): reorder Preview3DAdvanced / PreviewGaussianSplat / PreviewPointCloud inputs and outputs (#14308)
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2026-06-05 19:01:57 -07:00
Terry Jia
a65a5464c7
BE-1172 fix(3d): save Preview3DAdvanced / PreviewGaussianSplat / PreviewPointCloud to temp/, rename viewport input (#14294)
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2026-06-05 14:18:41 -07:00
Terry Jia
2ef2cf1a7c
feat: add PreviewGaussianSplat + PreviewPointCloud nodes (#14194) 2026-06-05 12:30:58 -07:00
Jukka Seppänen
5aa71b9bc2
Enable cfg1 optimization for DualModelGuider with CFGGuider (#14290)
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* Enable cfg1 optimization for DualModelGuider

* Fix CFG Override tooltip
2026-06-05 10:04:10 +03:00
Alexis Rolland
ab0d8a9203
Consolidate audio nodes into SaveAudioAdvanced node (CORE-202) (#13871)
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2026-06-04 19:29:41 -07:00
Alexander Piskun
4f99ce0f8c
[Partner Nodes] fix SaveWEBM node to save alpha channel; add BriaTransparentVideoBackground Partner node (#14257)
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2026-06-03 16:05:48 -07:00
Yousef R. Gamaleldin
7758b9b321
fix: Image grid bug fix (CORE-215) (#14100) 2026-06-03 16:03:32 -07:00
comfyanonymous
f69225df24
Mark DualModelGuider as experimental (#14262) 2026-06-03 08:55:18 -07:00
Jukka Seppänen
24f9a020ce
Support Ideogram4 (#14259) 2026-06-03 08:41:44 -07:00
Jukka Seppänen
dc10c0133e
PiD: Add SDXL and QwenImage (#14240)
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2026-06-02 12:40:49 -07:00
person4268
c96fcddb81
Radiance: support variant with nonzero txt_ids (#14206)
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2026-06-01 22:07:48 -07:00
vidigoat
33799c4a2e
Fix uncaught OverflowError in Math Expression node for large int results (#14214) 2026-06-01 18:15:04 -07:00
comfyanonymous
4b48535a7d
Do tripo dinov3 inference in fp32. (#14221) 2026-06-01 18:08:20 -07:00
comfyanonymous
06b710aa68
Fix issue with triposplat preview and old offloading mode. (#14218) 2026-06-01 14:35:52 -07:00
Jukka Seppänen
462c27fdb2
feat: Add TripoSplat support (#14210) 2026-06-01 07:01:50 -07:00
Jukka Seppänen
c37d2a0dac
feat: Add gaussian splat nodes (#14190)
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2026-05-31 11:47:29 -07:00
Terry Jia
08e93a31a3
feat: add Preview3DAdvanced node (#14175)
Co-authored-by: Alexis Rolland <alexisrolland@hotmail.com>
2026-05-30 17:57:36 -04:00
Terry Jia
e7214d78ee
feat: add model_info output to Load3D node (#14144)
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2026-05-29 00:06:00 -07:00
Charles Chan
6ceec29bd1
feat: add overwrite/increment to SaveImageTextDataSetToFolderNode (#13215)
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2026-05-28 10:12:04 -07:00
Terry Jia
be06873d9b
Make Load3D model_file optional by adding "none" choice (#13379) 2026-05-27 23:16:28 -07:00