794 Commits

Author	SHA1	Message	Date
rattus	3ebe1ac22e	Disable dynamic_vram when using torch compiler (#12612) ... * mp: attach re-construction arguments to model patcher When making a model-patcher from a unet or ckpt, attach a callable function that can be called to replay the model construction. This can be used to deep clone model patcher WRT the actual model. Originally written by Kosinkadink f4b99bc623 * mp: Add disable_dynamic clone argument Add a clone argument that lets a caller clone a ModelPatcher but disable dynamic to demote the clone to regular MP. This is useful for legacy features where dynamic_vram support is missing or TBD. * torch_compile: disable dynamic_vram This is a bigger feature. Disable for the interim to preserve functionality.	2026-02-24 19:13:46 -05:00
comfyanonymous	9b1c63eb69	Add SplitImageToTileList and ImageMergeTileList nodes. (#12599) ... With these you can split an image into tiles, do operations and then combine it back to a single image.	2026-02-23 21:01:17 -05:00
Christian Byrne	ee72752162	Add category to Normalized Attention Guidance node (#12565)	2026-02-21 19:51:21 -05:00
pythongosssss	602b2505a4	add support for pyopengl < 3.1.4 where the size parameter does not exist (#12555)	2026-02-21 06:14:57 -08:00
Christian Byrne	04a55d5019	fix: swap essentials_category from CLIPTextEncode to PrimitiveStringMultiline (#12553) ... Remove CLIPTextEncode from Basics essentials category and add PrimitiveStringMultiline (String Multiline) in its place. Amp-Thread-ID: https://ampcode.com/threads/T-019c7efb-d916-7244-8c43-77b615ba0622 Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com>	2026-02-20 23:46:46 -08:00
Christian Byrne	5fb8f06495	feat: add essential subgraph blueprints (#12552) ... Add 24 non-cloud essential blueprints from comfyui-wiki/Subgraph-Blueprints. These cover common workflows: text/image/video generation, editing, inpainting, outpainting, upscaling, depth maps, pose, captioning, and more. Cloud-only blueprints (5) are excluded and will be added once client-side distribution filtering lands. Amp-Thread-ID: https://ampcode.com/threads/T-019c6f43-6212-7308-bea6-bfc35a486cbf	2026-02-20 23:40:13 -08:00
pythongosssss	96d6bd1a4a	Add GLSL shader node using PyOpenGL (#12148) ... * adds support for executing simple glsl shaders using moderngl package * tidy * Support multiple outputs * Try fix build * fix casing * fix line endings * convert to using PyOpenGL and glfw * remove cpu support * tidy * add additional support for egl & osmesa backends * fix ci perf: only read required outputs * add diagnostics, update mac initialization * GLSL glueprints + node fixes (#12492) * Add image operation blueprints * Add channels * Add glow * brightness/contrast * hsb * add glsl shader update system * shader nit iteration * add multipass for faster blur * more fixes * rebuild blueprints * print -> logger * Add edge preserving blur * fix: move _initialized flag to end of GLContext.__init__ Prevents '_vao' attribute error when init fails partway through and subsequent calls skip initialization due to early _initialized flag. * update valid ranges - threshold 0-100 - step 0+ * fix value ranges * rebuild node to remove extra inputs * Fix gamma step * clamp saturation in colorize instead of wrapping * Fix crash on 1x1 px images * rework description * remove unnecessary f Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com> Co-authored-by: Hunter Senft-Grupp <hunter@comfy.org>	2026-02-19 23:22:13 -05:00
comfyanonymous	5f2117528a	Force min length 1 when tokenizing for text generation. (#12538)	2026-02-19 22:57:44 -05:00
Christian Byrne	4d172e9ad7	feat: mark 429 widgets as advanced for collapsible UI (#12197) ... * feat: mark 429 widgets as advanced for collapsible UI Mark widgets as advanced across core, comfy_extras, and comfy_api_nodes to support the new collapsible advanced inputs section in the frontend. Changes: - 267 advanced markers in comfy_extras/ - 162 advanced markers in comfy_api_nodes/ - All files pass python3 -m py_compile verification Widgets marked advanced (hidden by default): - Scheduler internals: sigma_max, sigma_min, rho, mu, beta, alpha - Sampler internals: eta, s_noise, order, rtol, atol, h_init, pcoeff, etc. - Memory optimization: tile_size, overlap, temporal_size, temporal_overlap - Pipeline controls: add_noise, start_at_step, end_at_step - Timing controls: start_percent, end_percent - Layer selection: stop_at_clip_layer, layers, block_number - Video encoding: codec, crf, format - Device/dtype: device, noise_device, dtype, weight_dtype Widgets kept basic (always visible): - Core params: strength, steps, cfg, denoise, seed, width, height - Model selectors: ckpt_name, lora_name, vae_name, sampler_name - Common controls: upscale_method, crop, batch_size, fps, opacity Related: frontend PR #11939 Amp-Thread-ID: https://ampcode.com/threads/T-019c1734-6b61-702e-b333-f02c399963fc * fix: remove advanced=True from DynamicCombo.Input (unsupported) Amp-Thread-ID: https://ampcode.com/threads/T-019c1734-6b61-702e-b333-f02c399963fc * fix: address review - un-mark model merge, video, image, and training node widgets as advanced Per comfyanonymous review: - Model merge arguments should not be advanced (all 14 model-specific merge classes) - SaveAnimatedWEBP lossless/quality/method should not be advanced - SaveWEBM/SaveVideo codec/crf/format should not be advanced - TrainLoraNode options should not be advanced (7 inputs) Amp-Thread-ID: https://ampcode.com/threads/T-019c322b-a3a8-71b7-9962-d44573ca6352 * fix: un-mark batch_size and webcam width/height as advanced (should stay basic) Amp-Thread-ID: https://ampcode.com/threads/T-019c3236-1417-74aa-82a3-bcb365fbe9d1 --------- Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com>	2026-02-19 19:20:02 -08:00
Yourz	5632b2df9d	feat: add essentials_category (#12357) ... * feat: add essentials_category field to node schema Amp-Thread-ID: https://ampcode.com/threads/T-019c2b25-cd90-7218-9071-03cb46b351b3 * feat: add ESSENTIALS_CATEGORY to core nodes Marked nodes: - Basic: LoadImage, SaveImage, LoadVideo, SaveVideo, Load3D, CLIPTextEncode - Image Tools: ImageScale, ImageInvert, ImageBatch, ImageCrop, ImageRotate, ImageBlur - Image Tools/Preprocessing: Canny - Image Generation: LoraLoader - Audio: LoadAudio, SaveAudio Amp-Thread-ID: https://ampcode.com/threads/T-019c2b25-cd90-7218-9071-03cb46b351b3 * Add ESSENTIALS_CATEGORY to more nodes - SaveGLB (Basic) - GetVideoComponents (Video Tools) - TencentTextToModelNode, TencentImageToModelNode (3D) - RecraftRemoveBackgroundNode (Image Tools) - KlingLipSyncAudioToVideoNode (Video Generation) - OpenAIChatNode (Text Generation) - StabilityTextToAudio (Audio) Amp-Thread-ID: https://ampcode.com/threads/T-019c2b69-81c1-71c3-8096-450a39e20910 * fix: correct essentials category for Canny node Amp-Thread-ID: https://ampcode.com/threads/T-019c7303-ab53-7341-be76-a5da1f7a657e Co-authored-by: Amp <amp@ampcode.com> * refactor: replace essentials_category string literals with constants Amp-Thread-ID: https://ampcode.com/threads/T-019c7303-ab53-7341-be76-a5da1f7a657e Co-authored-by: Amp <amp@ampcode.com> * refactor: revert constants, use string literals for essentials_category Amp-Thread-ID: https://ampcode.com/threads/T-019c7303-ab53-7341-be76-a5da1f7a657e Co-authored-by: Amp <amp@ampcode.com> * fix: update basics --------- Co-authored-by: bymyself <cbyrne@comfy.org> Co-authored-by: Amp <amp@ampcode.com> Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com>	2026-02-19 19:00:26 -08:00
Jukka Seppänen	6d11cc7354	feat: Add basic text generation support with native models, initially supporting Gemma3 (#12392)	2026-02-18 20:49:43 -05:00
comfyanonymous	f262444dd4	Add simple 3 band equalizer node for audio. (#12519)	2026-02-18 18:36:35 -05:00
Terry Jia	8ad38d2073	BBox widget (#11594) ... * Boundingbox widget * code improve --------- Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com> Co-authored-by: Christian Byrne <cbyrne@comfy.org>	2026-02-17 17:13:39 -08:00
comfyanonymous	18927538a1	Implement NAG on all the models based on the Flux code. (#12500) ... Use the Normalized Attention Guidance node. Flux, Flux2, Klein, Chroma, Chroma radiance, Hunyuan Video, etc..	2026-02-16 23:30:34 -05:00
rattus	ecd2a19661	Fix lora Extraction in offload conditions (+ dynamic_vram mode) (#12479) ... * lora_extract: Add a trange If you bite off more than your GPU can chew, this kinda just hangs. Give a rough indication of progress counting the weights in a trange. * lora_extract: Support on-the-fly patching Use the on-the-fly approach from the regular model saving logic for lora extraction too. Switch off force_cast_weights accordingly. This gets extraction working in dynamic vram while also supporting extraction on GPU offloaded.	2026-02-15 20:28:51 -05:00
Jedrzej Kosinski	596ed68691	Node Replacement API (#12014)	2026-02-15 02:12:30 -08:00
rattus	8902907d7a	dynamic_vram: Training fixes (#12442)	2026-02-13 15:29:37 -05:00
askmyteapot	e5ae670a40	Update ace15.py to allow min_p sampling (#12373)	2026-02-11 20:28:48 -05:00
Kohaku-Blueleaf	cdcf4119b3	[Trainer] training with proper offloading (#12189) ... * Fix bypass dtype/device moving * Force offloading mode for training * training context var * offloading implementation in training node * fix wrong input type * Support bypass load lora model, correct adapter/offloading handling	2026-02-10 21:45:19 -05:00
AustinMroz	dbe70b6821	Add a VideoSlice node (#12107) ... * Base TrimVideo implementation * Raise error if as_trimmed call fails * Bigger max start_time, tooltips, and formatting * Count packets unless codec has subframes * Remove incorrect nested decode * Add null check for audio streams * Support non-strict duration * Added strict_duration bool to node definition * Empty commit for approval * Fix duration * Support 5.1 audio layout on save --------- Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com>	2026-02-10 14:42:21 -08:00
comfyanonymous	a0302cc6a8	Make tonemap latent work on any dim latents. (#12363)	2026-02-08 21:16:40 -05:00
chaObserv	9bf5aa54db	Add search_aliases to sa-solver and seeds-2 node (#12327)	2026-02-07 17:38:51 -05:00
Jukka Seppänen	5ff4fdedba	Fix LazyCache (#12344)	2026-02-07 11:25:30 -08:00
Jukka Seppänen	a1c101f861	EasyCache: Support LTX2 (#12231)	2026-02-06 00:43:09 -05:00
AustinMroz	2b70ab9ad0	Add a Create List node (#12173)	2026-02-05 01:18:21 -05:00
comfyanonymous	35183543e0	Add VAE tiled decode node for audio. (#12299)	2026-02-05 01:12:04 -05:00
comfyanonymous	6125b80979	Add llm sampling options and make reference audio work on ace step 1.5 (#12295)	2026-02-04 21:29:22 -05:00
Alexander Piskun	e77b34dfea	add File3DAny output to Load3D node; extend SaveGLB to accept File3DAny as input (#12276) ... * add File3DAny output to Load3D node; extend SaveGLB node to accept File3DAny as input * fix(grammar): capitalize letter	2026-02-04 11:35:38 -08:00
Alexander Piskun	fb23935c11	feat(comfy_api): add basic 3D Model file types (#12129) ... * feat(comfy_api): add basic 3D Model file types * update Tripo nodes to use File3DGLB * update Rodin3D nodes to use File3DGLB * address PR review feedback: - Rename File3D parameter 'path' to 'source' - Convert File3D.data property to get_data() - Make .glb extension check case-insensitive in nodes_rodin.py - Restrict SaveGLB node to only accept File3DGLB * Fixed a bug in the Meshy Rig and Animation nodes * Fix backward compatability	2026-02-03 10:31:46 -08:00
comfyanonymous	3c1a1a2df8	Basic support for the ace step 1.5 model. (#12237)	2026-02-03 00:06:18 -05:00
rattus	f8acd9c402	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
pythongosssss	8aabe2403e	Add color type and Color to RGB Int node (#12145) ... * add color type and color to rgb int node * review fix for allowing output --------- Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com>	2026-01-30 15:01:33 -08:00
comfyanonymous	bbe2c13a70	Make empty hunyuan latent 1.0 work with the 1.5 model. (#12171)	2026-01-29 23:52:22 -05:00
Jukka Seppänen	ad53e78f11	Fix Noise_EmptyNoise when using nested latents (#12089)	2026-01-26 19:25:00 -05:00
Tavi Halperin	bfe31d0b9d	IC-LoRA: support small grid (#12074)	2026-01-26 15:33:19 -05:00
comfyanonymous	26c5bbb875	Move nodes from previous PR into their own file. (#12066)	2026-01-24 23:02:32 -05:00
Kohaku-Blueleaf	a97c98068f	[Weight-adapter/Trainer] Bypass forward mode in Weight adapter system (#11958) ... * Add API of bypass forward module * bypass implementation * add bypass fwd into nodes list/trainer	2026-01-24 22:56:22 -05:00
pythongosssss	ed6002cb60	add support for kwargs inputs to allow arbitrary inputs from frontend (#12063) ... used to output selected combo index Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com>	2026-01-24 17:30:40 -08:00
comfyanonymous	9cf299a9f9	Make regular empty latent node work properly on flux 2 variants. (#12050)	2026-01-23 19:50:48 -05:00
Christian Byrne	79cdbc81cb	feat: Improve ResizeImageMaskNode UX with tooltips and search aliases (#12040) ... - Add search_aliases for discoverability: resize, scale, dimensions, etc. - Add node description for hover tooltip - Add tooltips to all inputs explaining their behavior - Reorder options: most common (scale dimensions) first, most technical (scale to multiple) last Addresses user feedback that 'resize' search returned nothing useful and options like 'match size' and 'scale to multiple' were not self-explanatory.	2026-01-22 22:04:27 -08:00
comfyanonymous	f443b9f2ca	Revert "feat: Improve ResizeImageMaskNode UX with tooltips and search aliases…" (#12038) ... This reverts commit 4e3038114a.	2026-01-22 23:02:37 -05:00
Christian Byrne	4e3038114a	feat: Improve ResizeImageMaskNode UX with tooltips and search aliases (#12013) ... - Add search_aliases for discoverability: resize, scale, dimensions, etc. - Add node description for hover tooltip - Add tooltips to all inputs explaining their behavior - Reorder options: most common (scale dimensions) first, most technical (scale to multiple) last Addresses user feedback that 'resize' search returned nothing useful and options like 'match size' and 'scale to multiple' were not self-explanatory.	2026-01-22 18:46:55 -08:00
Christian Byrne	bbb8864778	add search aliases to all nodes (#12035) ... * feat: Add search_aliases field to node schema Adds `search_aliases` field to improve node discoverability. Users can define alternative search terms for nodes (e.g., "text concat" → StringConcatenate). Changes: - Add `search_aliases: list[str]` to V3 Schema - Add `SEARCH_ALIASES` support for V1 nodes - Include field in `/object_info` response - Add aliases to high-priority core nodes V1 usage: ```python class MyNode: SEARCH_ALIASES = ["alt name", "synonym"] ``` V3 usage: ```python io.Schema( node_id="MyNode", search_aliases=["alt name", "synonym"], ... ) ``` ## Related PRs - Frontend: Comfy-Org/ComfyUI_frontend#XXXX (draft - merge after this) - Docs: Comfy-Org/docs#XXXX (draft - merge after stable) * Propagate search_aliases through V3 Schema.get_v1_info to NodeInfoV1 * feat: add SEARCH_ALIASES for core nodes (#12016) Add search aliases to 22 core nodes in nodes.py to improve node discoverability: - Checkpoint/model loaders: CheckpointLoader, DiffusersLoader - Conditioning nodes: ConditioningAverage, ConditioningSetArea, ConditioningSetMask, ConditioningZeroOut - Style nodes: StyleModelApply - Image nodes: LoadImageMask, LoadImageOutput, ImageBatch, ImageInvert, ImagePadForOutpaint - Latent nodes: LoadLatent, SaveLatent, LatentBlend, LatentComposite, LatentCrop, LatentFlip, LatentFromBatch, LatentUpscale, LatentUpscaleBy, RepeatLatentBatch * feat: add SEARCH_ALIASES for image, mask, and string nodes (#12017) Add search aliases to nodes in comfy_extras for better discoverability: - nodes_mask.py: mask manipulation nodes - nodes_images.py: image processing nodes - nodes_post_processing.py: post-processing effect nodes - nodes_string.py: string manipulation nodes - nodes_compositing.py: compositing nodes - nodes_morphology.py: morphological operation nodes - nodes_latent.py: latent space nodes Uses search_aliases parameter in io.Schema() for v3 nodes. * feat: add SEARCH_ALIASES for audio and video nodes (#12018) Add search aliases to audio and video nodes for better discoverability: - nodes_audio.py: audio loading, saving, and processing nodes - nodes_video.py: video loading and processing nodes - nodes_wan.py: WAN model nodes Uses search_aliases parameter in io.Schema() for v3 nodes. * feat: add SEARCH_ALIASES for model and misc nodes (#12019) Add search aliases to model-related and miscellaneous nodes: - Model nodes: nodes_model_merging.py, nodes_model_advanced.py, nodes_lora_extract.py - Sampler nodes: nodes_custom_sampler.py, nodes_align_your_steps.py - Control nodes: nodes_controlnet.py, nodes_attention_multiply.py, nodes_hooks.py - Training nodes: nodes_train.py, nodes_dataset.py - Utility nodes: nodes_logic.py, nodes_canny.py, nodes_differential_diffusion.py - Architecture-specific: nodes_sd3.py, nodes_pixart.py, nodes_lumina2.py, nodes_kandinsky5.py, nodes_hidream.py, nodes_fresca.py, nodes_hunyuan3d.py - Media nodes: nodes_load_3d.py, nodes_webcam.py, nodes_preview_any.py, nodes_wanmove.py Uses search_aliases parameter in io.Schema() for v3 nodes, SEARCH_ALIASES class attribute for legacy nodes.	2026-01-22 18:36:58 -08:00
Yousef R. Gamaleldin	e3fa1aa415	.	2026-01-22 23:43:01 +02:00
Terry Jia	8490eedadf	add ply & 3dgs format in 3d node (#11474)	2026-01-22 09:46:56 -08:00
Jukka Seppänen	16b9aabd52	Support Multi/InfiniteTalk (#10179) ... * re-init * Update model_multitalk.py * whitespace... * Update model_multitalk.py * remove print * this is redundant * remove import * Restore preview functionality * Move block_idx to transformer_options * Remove LoopingSamplerCustomAdvanced * Remove looping functionality, keep extension functionality * Update model_multitalk.py * Handle ref_attn_mask with separate patch to avoid having to always return q and k from self_attn * Chunk attention map calculation for multiple speakers to reduce peak VRAM usage * Update model_multitalk.py * Add ModelPatch type back * Fix for latest upstream * Use DynamicCombo for cleaner node Basically just so that single_speaker mode hides mask inputs and 2nd audio input * Update nodes_wan.py	2026-01-21 23:09:48 -05:00
Jedrzej Kosinski	f09904720d	Fix for edge case of EasyCache when conditionings change during a sampling run (like with timestep scheduling) (#12020)	2026-01-21 23:01:35 -05:00
Christian Byrne	bdeac8897e	feat: Add search_aliases field to node schema (#12010) ... * feat: Add search_aliases field to node schema Adds `search_aliases` field to improve node discoverability. Users can define alternative search terms for nodes (e.g., "text concat" → StringConcatenate). Changes: - Add `search_aliases: list[str]` to V3 Schema - Add `SEARCH_ALIASES` support for V1 nodes - Include field in `/object_info` response - Add aliases to high-priority core nodes V1 usage: ```python class MyNode: SEARCH_ALIASES = ["alt name", "synonym"] ``` V3 usage: ```python io.Schema( node_id="MyNode", search_aliases=["alt name", "synonym"], ... ) ``` ## Related PRs - Frontend: Comfy-Org/ComfyUI_frontend#XXXX (draft - merge after this) - Docs: Comfy-Org/docs#XXXX (draft - merge after stable) * Propagate search_aliases through V3 Schema.get_v1_info to NodeInfoV1	2026-01-21 15:36:02 -08:00
comfyanonymous	2108167f9f	Support zimage omni base model. (#11979)	2026-01-19 23:17:38 -05:00
Yousef R. Gamaleldin	5f625fcc78	Merge branch 'master' into seedvr2	2026-01-17 17:08:13 +02:00
Yousef Rafat	bc4fd2cd11	Merge branch 'seedvr2' of https://github.com/yousef-rafat/ComfyUI into seedvr2	2026-01-14 16:45:03 +02:00
Yousef Rafat	3c149dd543	fp16 check + changed to lab	2026-01-14 16:44:40 +02:00
nomadoor	c9196f355e	Fix scale_shorter_dimension portrait check (#11862)	2026-01-13 18:25:09 -08:00
nomadoor	469dd9c16a	Adds crop to multiple mode to ResizeImageMaskNode. (#11838) ... * Add crop-to-multiple resize mode * Make scale-to-multiple shape handling explicit	2026-01-13 16:48:10 -08:00
Acly	d9dc02a7d6	Support "lite" version of alibaba-pai Z-Image Controlnet (#11849) ... * reduced number of control layers (3) compared to full model	2026-01-13 15:03:53 -05:00
Jedrzej Kosinski	fffb96ad42	Merge branch 'master' into seedvr2	2026-01-09 03:56:50 -08:00
Terry Jia	4609fcd260	add node - image compare (#11343)	2026-01-08 21:31:19 -08:00
Jukka Seppänen	027042db68	Add node: JoinAudioChannels (#11728)	2026-01-08 22:14:06 -05:00
Yousef R. Gamaleldin	a506be2486	Merge branch 'master' into seedvr2	2026-01-09 01:00:06 +02:00
Jukka Seppänen	1c705f7bfb	Add device selection for LTXAVTextEncoderLoader (#11700)	2026-01-07 18:39:59 -05:00
Yousef R. Gamaleldin	dbf8f9dcf9	Merge branch 'master' into seedvr2	2026-01-07 11:57:40 +02:00
comfyanonymous	4f3f9e72a9	Fix name. (#11638)	2026-01-05 02:41:23 -08:00
comfyanonymous	d1b9822f74	Add LTXAVTextEncoderLoader node. (#11634)	2026-01-05 02:27:31 -05:00
comfyanonymous	f2b002372b	Support the LTXV 2 model. (#11632)	2026-01-05 01:58:59 -05:00
comfyanonymous	38d0493825	Fix case where upscale model wouldn't be moved to cpu. (#11633)	2026-01-04 19:13:50 -05:00
Yousef Rafat	f588e6c821	ruff	2026-01-04 20:30:24 +02:00
Yousef R. Gamaleldin	4dd42ef1b7	Merge branch 'master' into seedvr2	2026-01-04 17:24:27 +02:00
throttlekitty	303b1735f8	Give Mahiro CFG a more appropriate display name (#11580)	2026-01-02 00:37:37 -08:00
comfyanonymous	65cfcf5b1b	New Year ruff cleanup. (#11595)	2026-01-01 22:06:14 -05:00
Yousef R. Gamaleldin	02529c6d57	Merge branch 'master' into seedvr2	2025-12-31 20:20:32 +02:00
Jedrzej Kosinski	0be8a76c93	V3 Improvements + DynamicCombo + Autogrow exposed in public API (#11345) ... * Support Combo outputs in a more sane way * Remove test validate_inputs function on test node * Make curr_prefix be a list of strings instead of string for easier parsing as keys get added to dynamic types * Start to account for id prefixes from frontend, need to fix bug with nested dynamics * Ensure inputs/outputs/hidden are lists in schema finalize function, remove no longer needed 'is not None' checks * Add raw_link and extra_dict to all relevant Inputs * Make nested DynamicCombos work properly with prefixed keys on latest frontend; breaks old Autogrow, but is pretty much ready for upcoming Autogrow keys * Replace ... usage with a MISSING sentinel for clarity in nodes_logic.py * Added CustomCombo node in backend to reflect frontend node * Prepare Autogrow's expand_schema_for_dynamic to work with upcoming frontend changes * Prepare for look up table for dynamic input stuff * More progress towards dynamic input lookup function stuff * Finished converting _expand_schema_for_dynamic to be done via lookup instead of OOP to guarantee working with process isolation, did refactoring to remove old implementation + cleaning INPUT_TYPES definition including v3 hidden definition * Change order of functions * Removed some unneeded functions after dynamic refactor * Make MatchType's output default displayname "MATCHTYPE" * Fix DynamicSlot get_all * Removed redundant code - dynamic stuff no longer happens in OOP way * Natively support AnyType (*) without __ne__ hacks * Remove stray code that made it in * Remove expand_schema_for_dynamic left over on DynamicInput class * get_dynamic() on DynamicInput/Output was not doing anything anymore, so removed it * Make validate_inputs validate combo input correctly * Temporarily comment out conversion to 'new' (9 month old) COMBO format in get_input_info * Remove refrences to resources feature scrapped from V3 * Expose DynamicCombo in public API * satisfy ruff after some code got commented out * Make missing input error prettier for dynamic types * Created a Switch2 node as a side-by-side test, will likely go with Switch2 as the initial switch node * Figured out Switch situation * Pass in v3_data in IsChangedCache.get function's fingerprint_inputs, add a from_v3_data helper method to HiddenHolder * Switch order of Switch and Soft Switch nodes in file * Temp test node for MatchType * Fix missing v3_data for v1 nodes in validation * For now, remove chacking duplicate id's for dynamic types * Add Resize Image/Mask node that thanks to MatchType+DynamicCombo is 16-nodes-in-1 * Made DynamicCombo references in DCTestNode use public interface * Add an AnyTypeTestNode * Make lazy status for specific inputs on DynamicInputs work by having the values of the dictionary for check_lazy_status be a tuple, where the second element is the key of the input that can be returned * Comment out test logic nodes * Make primitive float's step make more sense * Add (and leave commented out) some potential logic nodes * Change default crop option to "center" on Resize Image/Mask node * Changed copy.copy(d) to d.copy() * Autogrow is available in stable frontend, so exposing it in public API * Use outputs id as display_name if no display_name present, remove v3 outputs id restriction that made them have to have unique IDs from the inputs * Enable Custom Combo node as stable frontend now supports it * Make id properly act like display_name on outputs * Add Batch Images/Masks/Latents node * Comment out Batch Images/Masks/Latents node for now, as Autogrow has a bug with MatchType where top connection is disconnected upon refresh * Removed code for a couple test nodes in nodes_logic.py * Add Batch Images, Batch Masks, and Batch Latents nodes with Autogrow, deprecate old Batch Images + LatentBatch nodes	2025-12-30 23:09:55 -05:00
Yousef Rafat	49febe15c3	Merge branch 'seedvr2' of https://github.com/yousef-rafat/ComfyUI into seedvr2	2025-12-30 18:45:13 +02:00
Yousef Rafat	84fa155071	fixed manual vae loading	2025-12-30 18:44:57 +02:00
Jedrzej Kosinski	4691717340	Merge branch 'master' into seedvr2	2025-12-29 19:00:13 -08:00
Tavi Halperin	d7111e426a	ResizeByLongerSide: support video (#11555) ... (cherry picked from commit 98c6840aa4e5fd5407ba9ab113d209011e474bf6)	2025-12-29 17:07:29 -08:00
Alexander Piskun	eff4ea0b62	[V3] converted nodes_images.py to V3 schema (#11206) ... * converted nodes_images.py to V3 schema * fix test	2025-12-26 19:39:02 -08:00
Yousef Rafat	3039c7ba14	tile edge case handles by padding vid	2025-12-26 23:12:45 +02:00
Yousef Rafat	9b573da39b	added other types of attention + compatibility ... with images	2025-12-26 21:16:36 +02:00
Yousef Rafat	4d7012ecda	.	2025-12-26 02:23:51 +02:00
Yousef Rafat	21bc67d7db	final changes	2025-12-26 02:08:59 +02:00
comfyanonymous	532e285079	Add a ManualSigmas node. (#11499) ... Can be used to manually set the sigmas for a model. This node accepts a list of integer and floating point numbers separated with any non numeric character.	2025-12-24 19:09:37 -05:00
Yousef Rafat	7b2e5ef0af	outputs/speed/memory match custom node	2025-12-24 22:15:27 +02:00
Yousef Rafat	1afc2ed8e6	fixed the speed issue	2025-12-24 02:23:57 +02:00
Yousef Rafat	5b0c80a093	ruff	2025-12-23 12:35:00 +02:00
comfyanonymous	33aa808713	Make denoised output on custom sampler nodes work with nested tensors. (#11471)	2025-12-22 16:43:24 -05:00
Yousef Rafat	e30298dda2	..	2025-12-22 21:49:48 +02:00
Yousef Rafat	98b6bfcb71	revert file perm.	2025-12-22 21:46:40 +02:00
Yousef Rafat	5db5da790f	remove cfg cutoff node	2025-12-22 21:15:12 +02:00
Yousef Rafat	a4e9d071e8	video works	2025-12-22 18:12:46 +02:00
comfyanonymous	91bf6b6aa3	Add node to create empty latents for qwen image layered model. (#11460)	2025-12-21 19:59:40 -05:00
Yousef Rafat	4fe772fae9	improvements	2025-12-20 23:20:45 +02:00
rattus	767ee30f21	ZImageFunControlNet: Fix mask concatenation in --gpu-only (#11421) ... This operation trades in latents which in --gpu-only may be out of the GPU The two VAE results will follow the --gpu-only defined behaviour so follow the inpaint image device when calculating the mask in this path.	2025-12-20 00:22:17 -05:00
Yousef Rafat	0d2044a778	...	2025-12-19 20:28:09 +02:00
comfyanonymous	894802b0f9	Add LatentCutToBatch node. (#11411)	2025-12-18 22:21:40 -05:00
Yousef Rafat	74621b9d86	.	2025-12-18 14:52:10 +02:00
Yousef Rafat	db74a27870	fix vae issue	2025-12-18 14:13:41 +02:00
comfyanonymous	bf7dc63bd6	skip_load_model -> force_full_load (#11390) ... This should be a bit more clear and less prone to potential breakage if the logic of the load models changes a bit.	2025-12-17 23:29:32 -05:00
Kohaku-Blueleaf	86dbb89fc9	Resolution bucketing and Trainer implementation refactoring (#11117)	2025-12-17 22:15:27 -05:00
Yousef Rafat	acb9a11c6f	Merge branch 'seedvr2' of https://github.com/yousef-rafat/ComfyUI into seedvr2	2025-12-18 00:37:32 +02:00
Yousef Rafat	d9f71da998	works	2025-12-18 00:32:14 +02:00