582 Commits

Author	SHA1	Message	Date
Alexis Rolland	a4ef68d043	Merge branch 'master' into alexis/add_output_save_nodes	2026-06-14 13:58:55 +08:00
comfyanonymous	64cc078069	Revert last commit. Last time I use this stupid GitHub app.	2026-06-13 12:50:31 -07:00
comfyanonymous	740d347279	Remove the comfy python path append.	2026-06-13 12:47:04 -07:00
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)	2026-06-10 07:47:34 +08:00
Jukka Seppänen	184009c2f6	feat: Add model support for SCAIL-2 (#14373) ... * initial SCAIL2 support	2026-06-09 18:24:09 +03:00
comfyanonymous	00b633f368	Revert "Add SeedVR2 support (CORE-6) (#14110)" (#14359) ... This reverts commit 7863cf0e53.	2026-06-08 18:00:20 -04:00
John Pollock	7863cf0e53	Add SeedVR2 support (CORE-6) (#14110)	2026-06-08 18:15:05 +08:00
Alexis Rolland	cf66f99b94	Merge branch 'master' of https://github.com/Comfy-Org/ComfyUI into alexis/add_output_save_nodes	2026-06-03 16:09:09 -07:00
Jukka Seppänen	24f9a020ce	Support Ideogram4 (#14259)	2026-06-03 08:41:44 -07:00
Alexis Rolland	cd9b8188dc	Merge branch 'master' into alexis/add_output_save_nodes	2026-06-01 18:32:49 -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)	2026-05-31 11:47:29 -07:00
Alexis Rolland	174208df6b	chore: Update nodes categories (#14145) ... * 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
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
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
Jukka Seppänen	4d6a058bf1	feat: MediaPipe face detection (CORE-235) (#14009) ... * 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
Alexis Rolland	d71cc1c8f2	chore: Various QoL updates of nodes display names, descriptions and categories (CORE-190, CORE-191) (#13830) ... * 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
drozbay	d3607a8e6d	feat: Add downscaled IC-LoRA support to LTXVAddGuide (CORE-102) (#13896)	2026-05-16 15:02:57 +08:00
drozbay	04856acc69	Allow negative batch_index on ImageFromBatch and LatentFromBatch (CORE-195) (#13857)	2026-05-15 22:30:02 +08:00
Jukka Seppänen	77e2ed5e01	feat: Support MoGe (CORE-168) (#13878)	2026-05-15 10:34:56 +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
Alexis Rolland	65465a2ea7	Add latent output to SaveLatent node	2026-05-13 13:46:40 +08:00
Alexis Rolland	4fb05b7c43	Add images output socket to SaveImage node	2026-05-13 13:18:04 +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
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 R. Gamaleldin	d3c18c1636	Add support for BiRefNet background remove model (CORE-46) (#12747)	2026-05-08 17:59:24 +08:00
Alexis Rolland	594de378fe	Update nodes categories and display names (CORE-89) (#13786)	2026-05-08 01:02:55 -04:00
Talmaj	78b3096bf3	Void model - pass 1 & 2 (CORE-38) (#13403)	2026-05-05 19:59:04 -07:00
Jedrzej Kosinski	431fadb520	fix(api-io): serialize MultiCombo multi_select as object config (#13484) ... * fix(api-io): serialize MultiCombo multi_select as object config * fix: remove dead code and redundant top-level keys from MultiCombo serialization * fix: correct skip warning to mention comfy_entrypoint, remove nonexistent NODES_LIST * fix: validate MultiCombo list values against options individually * fix: gate multiselect validation on schema config, improve error message, add tests --------- Co-authored-by: Ni-zav <ni-zav@users.noreply.github.com> Co-authored-by: guill <jacob.e.segal@gmail.com>	2026-05-05 13:58:32 -07:00
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
comfyanonymous	cea8d0925f	Refactor LoadImageMask to use LoadImage code. (#13687)	2026-05-03 16:18:27 -04:00
comfyanonymous	ef6722f6be	Some cleanups to the load image node. (#13677)	2026-05-02 20:34:27 -04:00
blepping	a164c82913	Add high quality preview support for Flux2 latents (#13496)	2026-04-29 19:37:30 -04:00
Talmaj	5eeae3f1d8	Cogvideox (#13402) ... --------- Co-authored-by: kijai <40791699+kijai@users.noreply.github.com> Co-authored-by: Talmaj Marinc <talmaj@comfy.org>	2026-04-29 19:30:08 -04:00
comfyanonymous	dae3d34751	Use pyav to load images instead of pillow. (#13594) ... On failure (ex: animated webp files) fallback to old pillow code. This should fix the extra precision in high bit depth images (like 16 bit PNG) being discarded when loaded by Pillow and potentially add support for more image formats.	2026-04-28 18:15:06 -04:00
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
Jukka Seppänen	a500f1edac	CORE-13 feat: Support RT-DETRv4 detection model (#12748)	2026-03-28 23:34:10 -04:00
Dante	a0a64c679f	Add Number Convert node (#13041) ... * Add Number Convert node for unified numeric type conversion Consolidates fragmented IntToFloat/FloatToInt nodes (previously only available via third-party packs like ComfyMath, FillNodes, etc.) into a single core node. - Single input accepting INT, FLOAT, STRING, and BOOL types - Two outputs: FLOAT and INT - Conversion: bool→0/1, string→parsed number, float↔int standard cast - Follows Math Expression node patterns (comfy_api, io.Schema, etc.) Refs: COM-16925 * Register nodes_number_convert.py in extras_files list Without this entry in nodes.py, the Number Convert node file would not be discovered and loaded at startup. * Add isfinite guard, exception chaining, and unit tests for Number Convert node - Add math.isfinite() check to prevent int() crash on inf/nan string inputs - Use 'from None' for cleaner exception chaining on string parse failure - Add 21 unit tests covering all input types and error paths	2026-03-24 15:38:08 -07:00
Terry Jia	8e73678dae	CURVE node (#12757) ... * CURVE node * remove curve to sigmas node * feat: add CurveInput ABC with MonotoneCubicCurve implementation (#12986) CurveInput is an abstract base class so future curve representations (bezier, LUT-based, analytical functions) can be added without breaking downstream nodes that type-check against CurveInput. MonotoneCubicCurve is the concrete implementation that: - Mirrors frontend createMonotoneInterpolator (curveUtils.ts) exactly - Pre-computes slopes as numpy arrays at construction time - Provides vectorised interp_array() using numpy for batch evaluation - interp() for single-value evaluation - to_lut() for generating lookup tables CurveEditor node wraps raw widget points in MonotoneCubicCurve. * linear curve * refactor: move CurveEditor to comfy_extras/nodes_curve.py with V3 schema * feat: add HISTOGRAM type and histogram support to CurveEditor * code improve --------- Co-authored-by: Christian Byrne <cbyrne@comfy.org>	2026-03-24 17:47:28 -04:00
comfyanonymous	45d5c83a30	Make EmptyImage node follow intermediate device/dtype. (#13079)	2026-03-20 16:08:26 -04:00
Christian Byrne	ed7c2c6579	Mark weight_dtype as advanced input in Load Diffusion Model node (#12769) ... Mark the weight_dtype parameter in UNETLoader (Load Diffusion Model) as an advanced input to reduce UI complexity for new users. The parameter is now hidden behind an expandable Advanced section, matching the pattern used for other advanced inputs like device, tile_size, and overlap. Amp-Thread-ID: https://ampcode.com/threads/T-019cbaf1-d3c0-718e-a325-318baba86dec	2026-03-17 07:24:00 -07:00
Christian Byrne	593be209a4	feat: add essentials_category to nodes and blueprints for Essentials tab (#12573) ... * feat: add essentials_category to nodes and blueprints for Essentials tab Add ESSENTIALS_CATEGORY or essentials_category to 12 node classes and all 36 blueprint JSONs. Update SubgraphEntry TypedDict and subgraph_manager to extract and pass through the field. Fixes COM-15221 Amp-Thread-ID: https://ampcode.com/threads/T-019c83de-f7ab-7779-a451-0ba5940b56a9 * fix: import NotRequired from typing_extensions for Python 3.10 compat * refactor: keep only node class ESSENTIALS_CATEGORY, remove blueprint/subgraph changes Frontend will own blueprint categorization separately. * fix: remove essentials_category from CreateVideo (not in spec) --------- Co-authored-by: guill <jacob.e.segal@gmail.com>	2026-03-15 16:18:04 -07:00
comfyanonymous	d062becb33	Make EmptyLatentImage follow intermediate dtype. (#12974)	2026-03-15 15:37:27 -04:00
comfyanonymous	c711b8f437	Add --fp16-intermediates to use fp16 for intermediate values between nodes (#12953) ... This is an experimental WIP option that might not work in your workflow but should lower memory usage if it does. Currently only the VAE and the load image node will output in fp16 when this option is turned on.	2026-03-14 19:18:19 -04:00