christian-byrne 76cc69a2af Split the alpha off by image layout, not by model channel count ...

Keying the split off upscale_model.input_channels was wrong for any model
that does not take 3 channels: a single channel model fed a plain RGB image
took only the red channel and returned 1 - green as the alpha mask, where it
used to fail loudly. Alpha is channel 3 of an RGBA image, nothing else.

2026-08-10 13:56:57 -07:00

..

chainner_models

Replace print with logging (#6138)

2024-12-20 16:24:55 -05:00

frame_interpolation_models

fix: Proper memory estimation for frame interpolation when not using dynamic VRAM (#13698)

2026-05-04 20:20:40 +03:00

mediapipe

Remove useless annotations imports. (#14105)

2026-05-25 19:23:29 -07:00

color_util.py

feat: Bounding boxes canvas and Ideogram JSON prompt (#14537)

2026-06-25 22:34:09 +08:00

compositor_blend.py

[Partner Nodes] feat: ImageCompositor node with layer-state compositing, layer from bbox and Seedream Layer Separation node (#15317)

2026-08-07 13:25:37 -07:00

nodes_ace.py

chore: Update nodes categories (CORE-263) (#14460)

2026-06-17 08:33:09 +08:00

nodes_advanced_samplers.py

chore: Update nodes categories (#14145)

2026-05-27 20:43:33 -04:00

nodes_align_your_steps.py

chore: Update nodes categories (#14145)

2026-05-27 20:43:33 -04:00

nodes_apg.py

chore: Update nodes categories (CORE-263) (#14460)

2026-06-17 08:33:09 +08:00

nodes_ar_video.py

chore: Update nodes categories (CORE-263) (#14460)

2026-06-17 08:33:09 +08:00

nodes_attention_multiply.py

Update nodes categories and display names (CORE-89) (#13786)

2026-05-08 01:02:55 -04:00

nodes_audio_encoder.py

chore: Update nodes categories (#14145)

2026-05-27 20:43:33 -04:00

nodes_audio.py

Let the VAEDecodeAudio node decode nested audio. (#15211)

2026-08-01 16:38:42 -04:00

nodes_bernini.py

chore: Update nodes categories (CORE-263) (#14460)

2026-06-17 08:33:09 +08:00

nodes_bg_removal.py

Move bg_removal_model input socket to first position for nicer display (#14353)

2026-06-09 23:36:56 +08:00

nodes_boogu.py

Add negative prompt to boogu edit node and set min images to 0. (#14529)

2026-06-17 15:42:29 -07:00

nodes_bounding_boxes.py

feat: add bboxes input to Create Bounding Boxes node (#14724)

2026-07-11 03:58:03 +08:00

nodes_camera_trajectory.py

chore: Update nodes categories (CORE-263) (#14460)

2026-06-17 08:33:09 +08:00

nodes_canny.py

chore: Various QoL updates of nodes display names, descriptions and categories (CORE-190, CORE-191) (#13830)

2026-05-19 00:13:48 -04:00

nodes_cfg.py

feat: Microsoft Lens support (CORE-248) (#14077)

2026-05-25 23:01:51 -07:00

nodes_chroma_radiance.py

chore: Update nodes categories (CORE-263) (#14460)

2026-06-17 08:33:09 +08:00

nodes_clip_sdxl.py

chore: Update nodes categories (CORE-263) (#14460)

2026-06-17 08:33:09 +08:00

nodes_color.py

fix: Bug when setting transparency in color picker (#14764)

2026-07-04 19:13:38 -04:00

nodes_compositing.py

chore: Various QoL updates of nodes display names, descriptions and categories (CORE-190, CORE-191) (#13830)

2026-05-19 00:13:48 -04:00

nodes_compositor.py

fix: make Create Layered Image discoverable and its flags self-explanatory (#15429)

2026-08-08 10:50:09 -07:00

nodes_cond.py

chore: Update nodes categories (#14674)

2026-07-01 05:20:20 +08:00

nodes_context_windows.py

feat: Context Windows sampling with LTX2 models and IC-LoRa guides (CORE-3) (#13325)

2026-06-20 07:47:31 +08:00

nodes_controlnet.py

chore: Update nodes categories (CORE-263) (#14460)

2026-06-17 08:33:09 +08:00

nodes_cosmos.py

chore: Update nodes categories (CORE-263) (#14460)

2026-06-17 08:33:09 +08:00

nodes_curve.py

fix: resend cached histogram UI for CurveEditor after page refresh (#15152)

2026-07-31 03:07:31 -04:00

nodes_custom_sampler.py

Extend ER-SDE noise scaler by scaling h(t) (#15428)

2026-08-08 22:06:12 -04:00

nodes_dataset.py

Harden some nodes against potential issues related to combos. (#15277)

2026-08-03 23:55:13 -04:00

nodes_depth_anything_3.py

Depth anything 3 (Core-135) (#13853)

2026-06-10 09:28:24 +08:00

nodes_differential_diffusion.py

Update nodes categories and display names (CORE-89) (#13786)

2026-05-08 01:02:55 -04:00

nodes_easycache.py

chore: Update nodes categories (CORE-263) (#14460)

2026-06-17 08:33:09 +08:00

nodes_edit_model.py

chore: Update nodes categories (CORE-263) (#14460)

2026-06-17 08:33:09 +08:00

nodes_eps.py

chore: Update nodes categories (#14145)

2026-05-27 20:43:33 -04:00

nodes_flux.py

chore: Update nodes categories (CORE-263) (#14460)

2026-06-17 08:33:09 +08:00

nodes_frame_interpolation.py

Rename a bunch of nodes (#14547)

2026-06-20 08:01:28 +08:00

nodes_freelunch.py

chore: Update nodes categories (#14145)

2026-05-27 20:43:33 -04:00

nodes_fresca.py

FreSca: 5D+ (ex. Anima) fix, model-agnostic iteration (#15007)

2026-07-21 14:43:34 +03:00

nodes_gaussian_splat.py

Harden some nodes against potential issues related to combos. (#15277)

2026-08-03 23:55:13 -04:00

nodes_gits.py

chore: Update nodes categories (#14145)

2026-05-27 20:43:33 -04:00

nodes_glsl.py

Update GLSL node to use ANGLE library (CORE-162) (#13195)

2026-06-27 08:40:31 +08:00

nodes_hidream_o1.py

chore: Update nodes categories (CORE-263) (#14460)

2026-06-17 08:33:09 +08:00

nodes_hidream.py

chore: Update nodes categories (CORE-263) (#14460)

2026-06-17 08:33:09 +08:00

nodes_hooks.py

Disable dynamic_vram when weight hooks applied (#12653)

2026-02-28 16:50:18 -05:00

nodes_hunyuan3d.py

chore: Update nodes categories (CORE-263) (#14460)

2026-06-17 08:33:09 +08:00

nodes_hunyuan.py

upscalers: convert latent_upsampler model to DynamicVram (#15063)

2026-07-24 13:34:40 -07:00

nodes_hypernetwork.py

chore: Update nodes categories (#14145)

2026-05-27 20:43:33 -04:00

nodes_hypertile.py

chore: Update nodes categories (#14145)

2026-05-27 20:43:33 -04:00

nodes_ideogram4.py

chore: Update nodes categories (CORE-263) (#14460)

2026-06-17 08:33:09 +08:00

nodes_image_compare.py

chore: Update display names and categories (CORE-151) (#13693)

2026-05-04 17:37:25 -07:00

nodes_images.py

fix(image): support single-channel images in Save Image (Advanced) (#14761)

2026-07-13 11:38:50 +03:00

nodes_ip2p.py

chore: Update nodes categories (#14145)

2026-05-27 20:43:33 -04:00

nodes_joyimage.py

[feat]Add JoyImageEdit native model support (#14428)

2026-07-15 23:48:28 -04:00

nodes_json_prompt.py

feat: Bounding boxes canvas and Ideogram JSON prompt (#14537)

2026-06-25 22:34:09 +08:00

nodes_kandinsky5.py

chore: Update nodes categories (CORE-263) (#14460)

2026-06-17 08:33:09 +08:00

nodes_latent.py

chore: Update nodes categories (CORE-263) (#14460)

2026-06-17 08:33:09 +08:00

nodes_load_3d.py

Fix 3D advanced nodes crashing in API mode (no UI) (#14930)

2026-07-14 10:07:23 +08:00

nodes_logic.py

Rename a bunch of nodes (#14547)

2026-06-20 08:01:28 +08:00

nodes_lora_debug.py

chore: Update nodes categories (#14145)

2026-05-27 20:43:33 -04:00

nodes_lora_extract.py

Update nodes categories and display names (CORE-89) (#13786)

2026-05-08 01:02:55 -04:00

nodes_lotus.py

chore: Update nodes categories (#14145)

2026-05-27 20:43:33 -04:00

nodes_lt_audio.py

Allow using float fps for LTXVEmptyLatentAudio (#15106)

2026-07-27 13:04:14 -07:00

nodes_lt_upsampler.py

upscalers: convert latent_upsampler model to DynamicVram (#15063)

2026-07-24 13:34:40 -07:00

nodes_lt.py

Fix sampler issues for audio with minimax, support more samplers. (#15243)

2026-08-06 13:36:34 -07:00

nodes_lumina2.py

chore: Update nodes categories (CORE-263) (#14460)

2026-06-17 08:33:09 +08:00

nodes_mage.py

feat: Support MageFlow (CORE-372) (#15026)

2026-07-24 23:14:01 -04:00

nodes_mahiro.py

Update nodes categories and display names (CORE-89) (#13786)

2026-05-08 01:02:55 -04:00

nodes_mask.py

chore: Update preview nodes (#14871)

2026-07-10 19:32:53 -04:00

nodes_math.py

Fix uncaught OverflowError in Math Expression node for large int results (#14214)

2026-06-01 18:15:04 -07:00

nodes_mediapipe.py

chore: Update nodes categories (#14145)

2026-05-27 20:43:33 -04:00

nodes_minimax_h3.py

Fix sampler issues for audio with minimax, support more samplers. (#15243)

2026-08-06 13:36:34 -07:00

nodes_mochi.py

chore: Update nodes categories (CORE-263) (#14460)

2026-06-17 08:33:09 +08:00

nodes_model_advanced.py

chore: Update nodes categories (CORE-263) (#14460)

2026-06-17 08:33:09 +08:00

nodes_model_downscale.py

chore: Update nodes categories (#14145)

2026-05-27 20:43:33 -04:00

nodes_model_merging_model_specific.py

Add advanced krea 2 model merging node. (#14621)

2026-06-24 20:37:30 -07:00

nodes_model_merging.py

chore: Update nodes categories (CORE-263) (#14460)

2026-06-17 08:33:09 +08:00

nodes_model_patch.py

Add native Uni3C Controlnet support for Wan models (CORE-365) (#14946)

2026-07-21 15:44:14 +03:00

nodes_moge.py

Depth anything 3 (Core-135) (#13853)

2026-06-10 09:28:24 +08:00

nodes_morphology.py

chore: Various QoL updates of nodes display names, descriptions and categories (CORE-190, CORE-191) (#13830)

2026-05-19 00:13:48 -04:00

nodes_multigpu.py

multigpu: use unet_manual_cast for SelectModelDevice compute dtype (#14108)

2026-05-25 20:03:37 -07:00

nodes_nag.py

Add category to Normalized Attention Guidance node (#12565)

2026-02-21 19:51:21 -05:00

nodes_nop.py

chore: Various QoL updates of nodes display names, descriptions and categories (CORE-190, CORE-191) (#13830)

2026-05-19 00:13:48 -04:00

nodes_number_convert.py

chore: Update nodes categories (#14145)

2026-05-27 20:43:33 -04:00

nodes_optimalsteps.py

chore: Update nodes categories (#14145)

2026-05-27 20:43:33 -04:00

nodes_pag.py

chore: Update nodes categories (#14145)

2026-05-27 20:43:33 -04:00

nodes_painter.py

Remove useless annotations imports. (#14105)

2026-05-25 19:23:29 -07:00

nodes_perpneg.py

Update nodes categories and display names (CORE-89) (#13786)

2026-05-08 01:02:55 -04:00

nodes_photomaker.py

chore: Update nodes categories (#14674)

2026-07-01 05:20:20 +08:00

nodes_pid.py

chore: Update nodes categories (CORE-263) (#14460)

2026-06-17 08:33:09 +08:00

nodes_pixart.py

chore: Update nodes categories (CORE-263) (#14460)

2026-06-17 08:33:09 +08:00

nodes_post_processing.py

chore: Update nodes categories (CORE-263) (#14460)

2026-06-17 08:33:09 +08:00

nodes_preview_any.py

chore: Update preview nodes (#14871)

2026-07-10 19:32:53 -04:00

nodes_primitive.py

Bringing back the text node (#14870)

2026-07-10 19:31:39 -04:00

nodes_qwen.py

chore: Update nodes categories (CORE-263) (#14460)

2026-06-17 08:33:09 +08:00

nodes_rebatch.py

chore: Update nodes categories (#14145)

2026-05-27 20:43:33 -04:00

nodes_replacements.py

Node Replacement API (#12014)

2026-02-15 02:12:30 -08:00

nodes_resolution.py

Improve ResolutionSelector (#14309)

2026-06-09 01:05:10 +08:00

nodes_rope.py

chore: Update nodes categories (#14145)

2026-05-27 20:43:33 -04:00

nodes_rtdetr.py

Update nodes titles (#14417)

2026-06-16 11:42:00 +08:00

nodes_sag.py

Update nodes categories and display names (CORE-89) (#13786)

2026-05-08 01:02:55 -04:00

nodes_sam3.py

Update nodes titles (#14417)

2026-06-16 11:42:00 +08:00

nodes_save_3d.py

Fix 3D advanced nodes crashing in API mode (no UI) (#14930)

2026-07-14 10:07:23 +08:00

nodes_scail.py

feat: SCAIL-2 multireference (CORE-310) (#14509)

2026-06-17 16:21:23 +03:00

nodes_sd3.py

chore: Update nodes categories (CORE-263) (#14460)

2026-06-17 08:33:09 +08:00

nodes_sdpose.py

Add the checkbox to disable head drawing in node SDPoseDrawKeypoints (#14446)

2026-06-16 16:21:04 +08:00

nodes_sdupscale.py

chore: Update nodes categories (CORE-263) (#14460)

2026-06-17 08:33:09 +08:00

nodes_seed.py

feat: Add Support For Simple Seed (CORE-295) (#14616)

2026-06-25 09:39:10 +08:00

nodes_seedvr.py

Add SeedVR2 support (CORE-6) (#14424)

2026-07-10 15:07:42 +08:00

nodes_slg.py

feat: mark 429 widgets as advanced for collapsible UI (#12197)

2026-02-19 19:20:02 -08:00

nodes_stable3d.py

chore: Update nodes categories (CORE-263) (#14460)

2026-06-17 08:33:09 +08:00

nodes_stable_cascade.py

chore: Update nodes categories (#14674)

2026-07-01 05:20:20 +08:00

nodes_string.py

feat: Bounding boxes canvas and Ideogram JSON prompt (#14537)

2026-06-25 22:34:09 +08:00

nodes_tcfg.py

convert nodes_tcfg.py to V3 schema (#9942)

2025-09-26 14:13:05 -07:00

nodes_text_overlay.py

feat: Implement basic text overlay node (CORE-137) (#14610)

2026-07-07 21:26:52 +08:00

nodes_text.py

Let the save text node save in csv format. (#15217)

2026-08-01 22:27:37 -04:00

nodes_textgen.py

feat: Support text generation with Qwen3-VL (CORE-276) (#14298)

2026-06-17 08:12:44 +08:00

nodes_tomesd.py

chore: Update nodes categories (#14145)

2026-05-27 20:43:33 -04:00

nodes_toolkit.py

chore: Update nodes categories (#14145)

2026-05-27 20:43:33 -04:00

nodes_torch_compile.py

Update nodes categories and display names (CORE-89) (#13786)

2026-05-08 01:02:55 -04:00

nodes_train.py

[Trainer,Dataset/Feature] Video processing nodes, Image Processing Node video support, trainer video support (CORE-81) (#13588)

2026-07-21 00:02:54 -04:00

nodes_triposplat.py

chore: Update nodes categories (#14674)

2026-07-01 05:20:20 +08:00

nodes_upscale_model.py

Split the alpha off by image layout, not by model channel count

2026-08-10 13:56:57 -07:00

nodes_video_model.py

chore: Update nodes categories (CORE-263) (#14460)

2026-06-17 08:33:09 +08:00

nodes_video.py

Add crf option to save video node. (#15191)

2026-08-01 00:27:48 -04:00

nodes_void.py

chore: Update nodes categories (CORE-263) (#14460)

2026-06-17 08:33:09 +08:00

nodes_wan.py

feat: Support Wan-Animate2 (CORE-358) (#15362)

2026-08-06 21:08:16 -04:00

nodes_wandancer.py

chore: Update nodes categories (CORE-263) (#14460)

2026-06-17 08:33:09 +08:00

nodes_wanmove.py

chore: Update nodes categories (CORE-263) (#14460)

2026-06-17 08:33:09 +08:00

nodes_webcam.py

add search aliases to all nodes (#12035)

2026-01-22 18:36:58 -08:00

nodes_zimage.py

chore: Update nodes categories (CORE-263) (#14460)

2026-06-17 08:33:09 +08:00

void_noise_warp.py

Void model - pass 1 & 2 (CORE-38) (#13403)

2026-05-05 19:59:04 -07:00