923 Commits

Author	SHA1	Message	Date
Jukka Seppänen	1f28908d6e	Make audio processing nodes handle None -inputs (#13879)	2026-05-14 10:51:35 +08:00
Jukka Seppänen	8505abf52e	feat: Extend Save3D to save vertex colors and textures (CORE-189) (#13824) ... 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)	2026-05-13 14:42:31 +08:00
angad777	cccb697aa3	fix: create input directory if missing in LoadAudio define_schema (#13834)	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
Yousef Rafat	ba7f390052	optimizing the simplify fn	2026-05-12 20:40:10 +03:00
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)	2026-05-11 01:23:04 +08:00
LaVie024	95f6652ef5	Add Boolean support to Math Expression Node (#13224) ... * 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) ... 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
Yousef Rafat	487a67129b	revert	2026-05-08 19:17:28 +03:00
Yousef Rafat	9d0f678f6f	removing seeds from node display	2026-05-08 19:03:06 +03:00
Alexis Rolland	c5ecd231a2	fix: Fix bug when mask not on same device (CORE-181) (#13801)	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 Rafat	94adce93ab	update the simplify function	2026-05-08 15:13:07 +03:00
Yousef R. Gamaleldin	2727c4a48c	Merge branch 'master' into trellis2	2026-05-08 14:50:49 +03:00
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) ... * 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
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)	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)	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)	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) ... * 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) ... 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)	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) ... * 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)	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 ... 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)	2026-04-15 22:59:08 -04:00
comfyanonymous	c5569e8627	Add string output to preview text node. (#13406)	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
comfyanonymous	a2840e7552	Make ImageUpscaleWithModel node work with intermediate device and dtype. (#13357)	2026-04-10 21:48:26 -04:00
Jukka Seppänen	a134423890	SDPose: resize input always (#13349)	2026-04-10 11:26:55 -10:00
Yousef Rafat	243691c258	texture fixes	2026-04-10 19:18:14 +02:00
Yousef Rafat	937faafe21	corrected simplification logic	2026-04-10 16:33:19 +02:00
Yousef Rafat	4e14d42da1	comfy ops + color support in postprocess	2026-04-10 16:12:23 +02:00
Yousef Rafat	ea255543e6	structure generation works	2026-04-10 14:24:07 +02:00
Yousef Rafat	2cb06431e8	fix for conditioning	2026-04-07 23:02:33 +02:00
comfyanonymous	61c2387436	Ace step empty latent nodes follow intermediate dtype. (#13313)	2026-04-06 18:12:16 -07:00
Terry Jia	7083484a48	image histogram node (#13153) ... * image histogram node * update color curve blueprint using image histogram node --------- Co-authored-by: guill <jacob.e.segal@gmail.com>	2026-04-06 14:54:02 -07:00
Yousef Rafat	57b306464e	texture generation works	2026-04-03 01:22:38 +02:00
Yousef Rafat	72640888ff	wrong normalization for the texture node	2026-03-30 23:20:46 +02:00
Christian Byrne	55e6478526	Rename utils/string nodes with Text prefix and add search aliases (#13227) ... Rename all 11 nodes in the utils/string category to include a "Text" prefix for better discoverability and natural sorting. Regex nodes get user-friendly names without "Regex" in the display name. Renames: - Concatenate → Text Concatenate - Substring → Text Substring - Length → Text Length - Case Converter → Text Case Converter - Trim → Text Trim - Replace → Text Replace - Contains → Text Contains - Compare → Text Compare - Regex Match → Text Match - Regex Extract → Text Extract Substring - Regex Replace → Text Replace (Regex) All renamed nodes include their old display name as a search alias so users can still find them by searching the original name. Regex nodes also include "regex" as a search alias.	2026-03-29 21:02:44 -07:00
Jukka Seppänen	a500f1edac	CORE-13 feat: Support RT-DETRv4 detection model (#12748)	2026-03-28 23:34:10 -04:00
Terry Jia	3696c5bad6	Add has_intermediate_output flag for nodes with interactive UI (#13048)	2026-03-27 21:06:38 -04:00
Yousef Rafat	5559569735	..	2026-03-27 20:52:23 +02:00
comfyanonymous	b1fdbeb9a7	Fix blur and sharpen nodes not working with fp16 intermediates. (#13181)	2026-03-26 22:18:16 -04:00
Terry Jia	1dc64f3526	feat: add curve inputs and raise uniform limit for GLSL shader node (#13158) ... * feat: add curve inputs and raise uniform limit for GLSL shader node * allow arbitrary size for curve	2026-03-26 21:45:05 -04:00
Jukka Seppänen	404d7b9978	feat: Support Qwen3.5 text generation models (#12771)	2026-03-25 22:48:28 -04:00
Dante	6580a6bc01	fix(number-convert): preserve int precision for large numbers (#13147)	2026-03-25 18:06:34 -04:00
Yousef Rafat	22dcd81fb3	fixed color addition	2026-03-25 23:51:54 +02:00
Yousef Rafat	d2c37c222a	pytorch -> scipy	2026-03-25 17:03:52 +02:00
Krishna Chaitanya	b53b10ea61	Fix Train LoRA crash when training_dtype is "none" with bfloat16 LoRA weights (#13145) ... When training_dtype is set to "none" and the model's native dtype is float16, GradScaler was unconditionally enabled. However, GradScaler does not support bfloat16 gradients (only float16/float32), causing a NotImplementedError when lora_dtype is "bf16" (the default). Fix by only enabling GradScaler when LoRA parameters are not in bfloat16, since bfloat16 has the same exponent range as float32 and does not need gradient scaling to avoid underflow. Fixes #13124	2026-03-24 23:53:44 -04:00
Yousef Rafat	fe25190cae	add color support for save mesh	2026-03-25 02:40:15 +02:00