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 )
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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
Alexis Rolland
174208df6b
chore: Update nodes categories ( #14145 )
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* Move dataset/text nodes to text category
* Rename category utils into utilities
* Rename category api node into partner
* Move categories conditioning, latent, sampling, model_patches, training, etc. under model category
* Dispatch partner nodes in to 3d, audio, image, text, video categories
* Move PreviewAny node to utilities category
2026-05-27 20:43:33 -04:00
Alexander Piskun
b1cba6f4e6
convert nodes_lt_upsampler nodes to V3 schema ( #12423 )
2026-05-27 11:11:43 -07:00
Barish Ozbay
2072d3e46d
fix: Stop LTXVCropGuides leaving stray latent frames when guides share a start position ( #13882 )
2026-05-26 19:59:32 -07:00
Jukka Seppänen
28f4ef277c
feat: Support NVIDIA PixelDiT and PiD (CORE-201) ( #14103 )
2026-05-26 17:50:14 -07:00
Jukka Seppänen
41812fa0ac
feat: Microsoft Lens support (CORE-248) ( #14077 )
2026-05-25 23:01:51 -07:00
Jedrzej Kosinski
88956e77af
multigpu: use unet_manual_cast for SelectModelDevice compute dtype ( #14108 )
2026-05-25 20:03:37 -07:00
comfyanonymous
da49b7d0b6
Remove useless annotations imports. ( #14105 )
2026-05-25 19:23:29 -07:00
Jedrzej Kosinski
0a2dd86e78
MultiGPU Work Units For Accelerated Sampling (CORE-184) ( #7063 )
2026-05-25 18:26:40 -07:00
comfyanonymous
0077d78cbf
Save Image advanced node (CORE-32) ( #13850 )
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2026-05-24 23:01:34 -04:00
kijai
56a03e748f
Align Pixal3D grid_res math to upstream
2026-05-23 13:27:33 +03:00
kijai
3edbf7c4a7
Cleanup VAE
2026-05-23 02:43:08 +03:00
kijai
4585a731c1
Refactor attention, optimize and heavily cleanup model code and cond paths
2026-05-22 19:55:15 +03:00
kijai
b2abca0f33
Add RotateMesh node
2026-05-22 19:50:26 +03:00
Alexis Rolland
93888ae8e3
Move logic nodes into utils category ( #14033 )
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2026-05-22 13:32:08 +08:00
Pauan
38ebc19037
Adding in And, Or, and Not nodes. ( #14004 )
2026-05-22 11:01:12 +08:00
kijai
9e4794da5c
initial Pixal3D support
2026-05-22 01:50:48 +03:00
Yousef R. Gamaleldin
71ba085b6e
Vertex Clustering, Mask Fix, Normal Fix ( #14035 )
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* Vertex Clustering, Mask Fix, Normal Fix
* detects inverted mask
* update the decimate mesh
2026-05-22 00:11:48 +03:00
Yousef R. Gamaleldin
7c685bc9c3
Add Trellis 2 Support (CORE-7) ( #12183 )
2026-05-21 22:01:38 +08:00
Alexis Rolland
4259a0c7c3
Update MoGe nodes display names, search aliases and descriptions ( #14030 )
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2026-05-21 16:50:09 +08:00
Alexis Rolland
af3d9b60af
chore: Dataset nodes clean-up (CORE-237) ( #14002 )
2026-05-21 15:14:16 +08:00
Alexis Rolland
7b7c5fed7c
Update MediaPipe nodes to standardize with existing code base (CORE-242) ( #14025 )
2026-05-21 14:39:30 +08:00
Jukka Seppänen
4d6a058bf1
feat: MediaPipe face detection (CORE-235) ( #14009 )
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* Initial mediapipe face detection support
* Update face_geometry.py
* Account for diff sized batch input
* Model folder placeholder
2026-05-20 16:07:48 -07:00
comfyanonymous
72e3f6081c
Add downscale ratio to empty ltxv latent. ( #13999 )
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2026-05-19 20:28:06 -07:00
Pauan
7ec7b6ffe9
Adding new StringFormat node ( #13997 )
2026-05-20 10:25:49 +08:00
comfyanonymous
a4382e056e
Use temporal downscale to make empty audio latent nodes more reusable. ( #13975 )
2026-05-19 00:14:30 -04:00
Alexis Rolland
d71cc1c8f2
chore: Various QoL updates of nodes display names, descriptions and categories (CORE-190, CORE-191) ( #13830 )
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* Move detection category under image category
* Add missing categories
* Move detection nodes to detection category
* Move save nodes to image root catefory
* Rename postprocessors
* Move mask category under image
* Move guiders category to parent level at root of sampling category
* Move custom_sampling category to parent level at the root of sampling category
* Modify description of LoRA loaders
* Fix node id SolidMask
* Move VOID Quadmask under image/mask
* Group compositing nodes under image/compositing
* Move load image as mask to image category for consistency with other load image nodes
* Align display name with Load Checkpoint
* Move dataset category under training category
* Rename Number Convert to Conver Number (verb first)
* Rename Canny node
* Revert wanBlockSwap + description
* Add description to RemoveBackground node
* Revert category update of dataset
2026-05-19 00:13:48 -04:00
comfyanonymous
990a7ae7f2
Initial work to make downscale_ratio_temporal work. ( #13972 )
2026-05-18 23:01:43 -04:00
Jedrzej Kosinski
df2454b47e
Reduce min for Batch Image/Mask/Latent nodes from 2 to 1 ( #13721 )
2026-05-19 09:50:14 +08:00
drozbay
292814c31e
feat: Add optional attention_mask input to LTXVAddGuide (CORE-220) ( #13965 )
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2026-05-19 05:07:04 +08:00
rattus
16f862f02a
implement dynamic clip saving ( #13959 )
...
Fix clip saving by doing the same patching process and diffusion
models.
2026-05-18 11:46:40 -07:00
Alvin Tang
d4c6c9eff8
fix(FeatherMask): correct negative zero indexing for right/bottom feathering ( #12881 )
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2026-05-18 20:22:15 +08:00
drozbay
d3607a8e6d
feat: Add downscaled IC-LoRA support to LTXVAddGuide (CORE-102) ( #13896 )
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2026-05-16 15:02:57 +08:00
Jukka Seppänen
33ce449c8b
Reduce LTX2.3 peak VRAM when guide_mask is in use (CORE-166) ( #13735 )
...
- Reduce peak VRAM by handling self_attn_mask more efficiently
- Fallback to SDPA when self_attention_mask is used
2026-05-16 00:02:27 +03:00
drozbay
04856acc69
Allow negative batch_index on ImageFromBatch and LatentFromBatch (CORE-195) ( #13857 )
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2026-05-15 22:30:02 +08:00
Jukka Seppänen
77e2ed5e01
feat: Support MoGe (CORE-168) ( #13878 )
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2026-05-15 10:34:56 +08:00
Jukka Seppänen
b2000029c8
Persists ModelNoiseScale when also patching shift ( #13892 )
2026-05-14 18:36:17 -07:00
Jukka Seppänen
1f28908d6e
Make audio processing nodes handle None -inputs ( #13879 )
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2026-05-14 10:51:35 +08:00
Jukka Seppänen
8505abf52e
feat: Extend Save3D to save vertex colors and textures (CORE-189) ( #13824 )
...
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Split GLB save logic out of nodes_hunyuan3d.py into a new nodes_save_3d.py, and extend the writer to support UVs, per-vertex colors, and embedded baseColor textures.
Extend the MESH type with optional uvs, vertex_colors, and texture fields so meshes can carry texture data through the graph.
Add pack_variable_mesh_batch / get_mesh_batch_item helpers and switch VoxelToMesh / VoxelToMeshBasic to use them so batches with differing vertex/face counts no longer fail at torch.stack.
2026-05-13 18:33:53 +03:00
AustinMroz
a5189fed51
Add Create Video to the essentials tab ( #13863 )
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2026-05-13 14:42:31 +08:00
angad777
cccb697aa3
fix: create input directory if missing in LoadAudio define_schema ( #13834 )
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2026-05-13 10:41:07 +08:00
comfyanonymous
300b6c8c91
Revert some breaking changes. ( #13861 )
2026-05-12 17:28:20 -07:00
drozbay
1d95ed211e
Fix LTXV mid-video multi-frame guide alignment (CORE-129) ( #13625 )
2026-05-13 06:57:31 +08:00
Jukka Seppänen
8e53f001a4
feat: Support HiDream-O1-Image (CORE-187) ( #13817 )
...
* Initial HiDream01-image support
* Cleanup nodes
* Cleaner handling of empty placeholder models
* Remove snap_to_predefined, prefer tooltip for the trained resolutions
* Add model and block wrappers
* Fix shift tooltip
* Add node to work around the patch tile issue
Experimental, runs multiple passes with the patch grid offset and blends with various different methods.
* Qwen35 vision rotary_pos_emb cast fix
* Fix embedding layout type
* Some small optimizations
* Cleanup, don't need this fallback
* Prefix KV cache, cleanup
Bit of speed, reduce redundant code
* Get rid of redundant custom sampler, refactor noise scaling
Our existing lcm sampler is mathematically same, just added the missing options to it instead and a node to control them. Refactored the noise scaling and fix it for the stochastic samplers, add a generic node to control the initial noise scale.
* Update nodes_hidream_o1.py
* Fix some cache validation cases
* Keep existing sampling params
* Remove redundant video vision path
* Replace some numpy ops with torch
* Fx RoPE index for batch size > 1
* Prefer torch preprocessing
* Rename block_type to be compatible with existing patch nodes
* Fixes and tweaks
2026-05-11 20:35:53 -07:00
Daxiong (Lin)
1eeaf23f20
Remove advanced flag from layers input in EmptyQwenImageLayeredLatentImage node ( #13823 )
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2026-05-11 01:23:04 +08:00
LaVie024
95f6652ef5
Add Boolean support to Math Expression Node ( #13224 )
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* Add Boolean support to math expressions
* Change boolean result test to assert values
---------
Co-authored-by: Alexis Rolland <alexisrolland@hotmail.com>
2026-05-10 15:33:47 +08:00
comfyanonymous
20f5e474da
Use LatentCutToBatch instead. ( #13815 )
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Removed VAEDecodeVideoFramewise from nodes_wandancer.py.
2026-05-09 14:17:00 -07:00
Jukka Seppänen
3200f28e3a
Support Wan-Dancer ( #13813 )
...
* initial WanDancer support
* nodes_wandancer: Add list form of chunker.
Create an alternate list form of the node so the chunk gens can be
trivially looped by the comfy executor.
* Closer match to original soxr resampling
* Remove librosa node
* Cleanup
---------
Co-authored-by: Rattus <rattus128@gmail.com>
2026-05-09 14:02:56 -07:00
Alexis Rolland
c5ecd231a2
fix: Fix bug when mask not on same device (CORE-181) ( #13801 )
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2026-05-08 23:06:29 +08:00
drozbay
9864f5ac86
fix: Stop LTXVImgToVideoInplace from mutating input latents and dropping noise_mask ( #13793 )
2026-05-08 23:02:17 +08:00
drozbay
05cd076bc1
fix: Make LTXVAddGuide center-crop guide images to match other LTXV nodes ( #13794 )
2026-05-08 22:48:59 +08:00
Yousef R. Gamaleldin
d3c18c1636
Add support for BiRefNet background remove model (CORE-46) ( #12747 )
2026-05-08 17:59:24 +08:00
omahs
bac6fc35fb
Fix typos ( #10986 )
2026-05-08 17:14:45 +08:00
Alexis Rolland
594de378fe
Update nodes categories and display names (CORE-89) ( #13786 )
2026-05-08 01:02:55 -04:00
Talmaj
ef8f25601a
Add I2V for causal forcing model. ( #13719 )
2026-05-07 18:38:36 -07:00
Jukka Seppänen
8dc3f3f209
Improve SAM3 large input handling ( #13767 )
2026-05-07 17:18:28 -07:00
Talmaj
78b3096bf3
Void model - pass 1 & 2 (CORE-38) ( #13403 )
2026-05-05 19:59:04 -07:00
iChrist
160b95f75c
Update language options in nodes_ace.py ( #12578 )
...
* Update language options in nodes_ace.py
Modified it to include all 51 language options ace-step1.5 supports instead of the original 23 comfyui had.
* re-arrange list by popularity
changed order of the languages to be ordered by popularity
en is default
unknown is last
* Update comfy_extras/nodes_ace.py
2026-05-05 19:47:57 -07:00
drozbay
e5369c0eec
feat: Context windows - add causal_window_fix to improve blending of context windows (CORE-100) ( #13563 )
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* Context windows: add causal_window_fix toggle
* Fix slice_cond to correctly handle causal anchor index for temporal offsets
2026-05-05 16:40:53 -07:00
drozbay
41d73ad180
fix(audio): drop sample_rate key from LTXVEmptyLatentAudio (CORE-157) ( #13716 )
2026-05-05 11:33:16 -07:00
Alexis Rolland
639f631a08
chore: Update display names and categories for text nodes (CORE-155) ( #13712 )
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2026-05-05 22:31:24 +08:00
Alvin Tang
8d75211300
fix: SplitImageToTileList and ImageMergeTileList to use tile_height for vertical stride minimum ( #12882 )
2026-05-05 20:29:11 +08:00
Talmaj
fed8d5efa6
feat: Auto-regressive video generation (CORE-25) ( #13082 )
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2026-05-04 21:01:22 -07:00
Alexis Rolland
15a4494a4e
chore: Update display names and categories (CORE-151) ( #13693 )
...
* Standardize DEPRECATED label in node display name
* Promote category image/video to root level video/
* Update images and masks names and categories
2026-05-04 17:37:25 -07:00
Jukka Seppänen
c33d26c283
fix: Proper memory estimation for frame interpolation when not using dynamic VRAM ( #13698 )
2026-05-04 20:20:40 +03:00
Alexis Rolland
5538f62b0b
fix: Update ColorTransfer node ref_image to be mandatory ( #13691 )
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2026-05-04 12:33:11 +08:00
Jedrzej Kosinski
2806163f6e
Default control_after_generate to fixed in PrimitiveInt node ( #13690 )
2026-05-04 07:21:34 +08:00
Jukka Seppänen
025e6792ee
Batch broadcasting in JoinImageWithAlpha node ( #13686 )
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* Batch broadcasting in JoinImageWithAlpha node
2026-05-03 16:30:00 +03:00
Jukka Seppänen
be95871adc
feat: Gemma4 text generation support (CORE-30) ( #13376 )
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* initial gemma4 support
* parity with reference implementation
outputs can 100% match transformers with same sdpa flags, checkpoint this and then optimize
* Cleanup, video fixes
* cleanup, enable fused rms norm by default
* update comment
* Cleanup
* Update sd.py
* Various fixes
* Add fp8 scaled embedding support
* small fixes
* Translate think tokens
* Fix image encoder attention mask type
So it works with basic attention
* Handle thinking tokens different only for Gemma4
* Code cleanup
* Update nodes_textgen.py
* Use embed scale class instead of buffer
Slight difference to HF, but technically more accurate and simpler code
* Default to fused rms_norm
* Update gemma4.py
2026-05-02 22:46:15 -04:00
Jukka Seppänen
b5921c8ac2
SDPose: resize fix ( #13656 )
2026-05-01 14:17:25 -07:00
Gilad Schreiber
24de8dc01b
Fix SolidMask and MaskComposite device mismatch with --gpu-only ( #13296 )
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SolidMask had a hardcoded device="cpu" while other nodes (e.g.
EmptyImage) follow intermediate_device(). This causes a RuntimeError
when MaskComposite combines masks from different device sources
under --gpu-only.
- SolidMask: use intermediate_device() instead of hardcoded "cpu"
- MaskComposite: align source device to destination before operating
Co-authored-by: Alexis Rolland <alexisrolland@hotmail.com>
Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com>
2026-04-28 01:18:19 -07:00
Daxiong (Lin)
c0d77a5d53
Change the save 3d model node's filename prefix to 3d/ComfyUI (CORE-106) ( #12826 )
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* Change save 3d model's filename prefix to 3d/ComfyUI
As this node has already changed from `Save GLB` to `Save 3D Model`, using the filename prefix `3d` will be better than `mesh`
* use lowercase
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2026-04-28 00:59:59 -07:00
comfyanonymous
115f418b64
Make EmptySD3LatentImage node use intermediate dtype. ( #13577 )
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2026-04-26 23:23:57 -04:00
comfyanonymous
c5d9edacd0
Print more tensor values in the preview any node. ( #13544 )
2026-04-23 22:19:00 -04:00
Jukka Seppänen
6fbb6b6f49
Fix LTXV Reference Audio node ( #13531 )
2026-04-23 11:13:17 -07:00
Jukka Seppänen
749d5b4e8d
feat: SAM (segment anything) 3.1 support (CORE-34) ( #13408 )
2026-04-23 00:07:43 -04:00
Jukka Seppänen
db85cf03ff
feat: RIFE and FILM frame interpolation model support (CORE-29) ( #13258 )
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* initial RIFE support
* Also support FILM
* Better RAM usage, reduce FILM VRAM peak
* Add model folder placeholder
* Fix oom fallback frame loss
* Remove torch.compile for now
* Rename model input
* Shorter input type name
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2026-04-22 04:16:02 -07:00
comfyanonymous
ad94d47221
Make the ltx audio vae more native. ( #13486 )
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2026-04-21 11:02:42 -04:00
comfyanonymous
c514890325
Refactor io to IO in nodes_ace.py ( #13485 )
2026-04-20 21:59:26 -04:00
Jukka Seppänen
b9dedea57d
feat: SUPIR model support (CORE-17) ( #13250 )
2026-04-18 23:02:01 -04:00
rattus
05f7531148
nodes_textgen: Implement use_default_template for LTX ( #13451 )
2026-04-17 12:20:09 -04:00
