Yousef R. Gamaleldin
81ed835ffb
Merge branch 'master' into trellis2
2026-05-05 23:20:05 +03:00
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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Generate Pydantic Stubs from api.comfy.org / generate-models (push) Has been cancelled
* Batch broadcasting in JoinImageWithAlpha node
2026-05-03 16:30:00 +03:00
Jukka Seppänen
be95871adc
feat: Gemma4 text generation support (CORE-30) ( #13376 )
...
* 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 )
...
* 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
---------
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
Yousef Rafat
b29edb0ec4
removed test files
2026-04-24 01:30:31 +03:00
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
---------
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
John Pollock
8816699e7c
Address Trellis VAE decode review feedback
2026-04-20 22:10:15 -05:00
John Pollock
c1fa56251e
Merge remote-tracking branch 'origin/issue_73' into issue_80
...
# Conflicts:
# comfy_extras/nodes_trellis2.py
2026-04-20 22:04:24 -05:00
comfyanonymous
c514890325
Refactor io to IO in nodes_ace.py ( #13485 )
2026-04-20 21:59:26 -04:00
John Pollock
f15bf73d5c
Fix Trellis VAE decode memory management
2026-04-20 20:39:08 -05:00
John Pollock
634cae5a31
Merge pull request #13 from pollockjj/issue_94
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Trellis2: make textured mesh simplification deterministic
2026-04-20 17:57:01 -07:00
John Pollock
597adfce3f
fix: stabilize Trellis2 mesh simplification
2026-04-20 17:22:31 -05:00
John Pollock
939ac7ebb4
Omit null batch_index from Trellis upsample output
2026-04-20 17:20:57 -05:00
John Pollock
90ebb50f00
Harden Trellis sparse latent seeding
2026-04-20 16:05:10 -05:00
John Pollock
0b99c8c44a
Fail loud on Trellis invalid batch metadata
2026-04-20 15:50:40 -05:00
John Pollock
a752dd4736
Harden Trellis sparse metadata validation
2026-04-20 14:46:23 -05:00
John Pollock
7d98cc1305
Fix Trellis seeded sparse batch semantics
2026-04-20 14:29:07 -05:00
John Pollock
49c1adeed6
Fix Trellis PR review regressions
2026-04-20 12:15:49 -05:00
John Pollock
c81ddf2349
Fix Trellis2 batched shape and texture semantics
2026-04-20 11:06:04 -05:00
John Pollock
9cfa8f2c01
Trellis2: inline batched mesh helpers
2026-04-19 23:47:57 -05:00
John Pollock
40219ab0fc
Trellis2: share batched mesh helpers
2026-04-19 23:33:09 -05:00
John Pollock
c297a9f839
Trellis2: handle empty and batched texture paint paths
2026-04-19 23:23:24 -05:00
John Pollock
6d99b636c1
Trellis2/Hunyuan3d: preserve mesh tensor contract in batch mode
2026-04-19 22:55:38 -05:00
John Pollock
44043ee6e5
Trellis2/Hunyuan3d: n>1 batched cascade support
...
Mesh-producing nodes (VoxelToMeshBasic, VoxelToMesh, VaeDecodeShapeTrellis)
previously stacked per-batch vertex/face tensors with torch.stack, which
failed under batch>1 because per-item meshes have variable shapes. Store
per-item tensors as lists when shapes differ; keep stacked-tensor fast
path when shapes match. Update SaveGLB, PostProcessMesh, and
VaeDecodeTextureTrellis consumers to iterate per-item when input is a
list.
Trellis2Conditioning.execute previously collapsed batched image/mask
input to index 0, yielding identical conditioning for every batch item.
Loop over the batch and produce per-image cond_512/cond_1024/neg_cond
tensors stacked along the batch dim, matching the latent batch size.
batch_size=1 behavior is unchanged. batch_size>1 runs now emit one GLB
per batch item per SaveGLB node and carry per-image conditioning
through the structure/shape/texture cascade.
2026-04-19 22:03:53 -05:00
John Pollock
7c6b237fe8
Match Copilot image_size restore pattern
2026-04-19 21:05:07 -05:00
John Pollock
2ad1ca5531
Handle missing Trellis2 image_size restore state
2026-04-19 20:51:22 -05:00
John Pollock
d7416e5690
Guard full Trellis2 conditioning image_size restore
2026-04-19 20:49:42 -05:00
John Pollock
04099ef605
Restore Trellis2 clip vision image_size state
2026-04-19 19:53:30 -05:00
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
comfyanonymous
1391579c33
Add JsonExtractString node. ( #13435 )
2026-04-17 00:20:16 -04:00
comfyanonymous
e9a2d1e4cc
Add a way to disable default template in text gen node. ( #13424 )
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2026-04-15 22:59:08 -04:00
comfyanonymous
c5569e8627
Add string output to preview text node. ( #13406 )
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2026-04-14 14:42:23 -04:00
Yousef R. Gamaleldin
e2171627c3
Merge branch 'master' into trellis2
2026-04-12 20:19:33 +02:00
Yousef Rafat
a1364a7b00
small final change
2026-04-12 20:14:47 +02:00
