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

..

chainner_models

Replace print with logging (#6138)

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

nodes_ace.py

Add llm sampling options and make reference audio work on ace step 1.5 (#12295)

2026-02-04 21:29:22 -05:00

nodes_advanced_samplers.py

v3 nodes (part a) (#9149)

2025-08-21 22:05:36 -04:00

nodes_align_your_steps.py

add search aliases to all nodes (#12035)

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

nodes_apg.py

New Year ruff cleanup. (#11595)

2026-01-01 22:06:14 -05:00

nodes_attention_multiply.py

add search aliases to all nodes (#12035)

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

nodes_audio_encoder.py

convert nodes_audio_encoder.py to V3 schema (#10123)

2025-09-30 23:00:22 -07:00

nodes_audio.py

Add VAE tiled decode node for audio. (#12299)

2026-02-05 01:12:04 -05:00

nodes_camera_trajectory.py

convert WanCameraEmbedding node to V3 schema (#9714)

2025-09-12 17:38:12 -04:00

nodes_canny.py

add search aliases to all nodes (#12035)

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

nodes_cfg.py

convert CFG nodes to V3 schema (#9717)

2025-09-12 17:39:55 -04:00

nodes_chroma_radiance.py

Add support for Chroma Radiance (#9682)

2025-09-13 17:58:43 -04:00

nodes_clip_sdxl.py

convert CLIPTextEncodeSDXL nodes to V3 schema (#9716)

2025-09-26 14:15:44 -07:00

nodes_color.py

Add color type and Color to RGB Int node (#12145)

2026-01-30 15:01:33 -08:00

nodes_compositing.py

add search aliases to all nodes (#12035)

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

nodes_cond.py

convert nodes_cond.py to V3 schema (#9719)

2025-09-12 17:39:30 -04:00

nodes_context_windows.py

Context windows fixes and features (#10975)

2025-12-05 12:42:46 -08:00

nodes_controlnet.py

add search aliases to all nodes (#12035)

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

nodes_cosmos.py

convert Cosmos nodes to V3 schema (#9721)

2025-09-12 17:38:46 -04:00

nodes_custom_sampler.py

Add search_aliases to sa-solver and seeds-2 node (#12327)

2026-02-07 17:38:51 -05:00

nodes_dataset.py

add search aliases to all nodes (#12035)

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

nodes_differential_diffusion.py

add search aliases to all nodes (#12035)

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

nodes_easycache.py

Fix LazyCache (#12344)

2026-02-07 11:25:30 -08:00

nodes_edit_model.py

convert nodes_edit_model.py to V3 schema (#10147)

2025-10-03 13:24:42 -07:00

nodes_eps.py

Add TemporalScoreRescaling node (#10351)

2025-10-15 18:12:25 -04:00

nodes_flux.py

Support the new qwen edit 2511 reference method. (#11340)

2025-12-15 19:20:34 -05:00

nodes_freelunch.py

convert nodes_freelunch.py to the V3 schema (#10904)

2025-12-05 20:22:02 -08:00

nodes_fresca.py

add search aliases to all nodes (#12035)

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

nodes_gits.py

convert nodes_gits.py to V3 schema (#9949)

2025-10-01 12:16:59 -07:00

nodes_hidream.py

add search aliases to all nodes (#12035)

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

nodes_hooks.py

add search aliases to all nodes (#12035)

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

nodes_hunyuan3d.py

add File3DAny output to Load3D node; extend SaveGLB to accept File3DAny as input (#12276)

2026-02-04 11:35:38 -08:00

nodes_hunyuan.py

Make empty hunyuan latent 1.0 work with the 1.5 model. (#12171)

2026-01-29 23:52:22 -05:00

nodes_hypernetwork.py

convert nodes_hypernetwork.py to V3 schema (#10583)

2025-11-03 00:21:47 -08:00

nodes_hypertile.py

convert nodes_hypertile.py to V3 schema (#10061)

2025-09-27 19:16:22 -07:00

nodes_image_compare.py

add node - image compare (#11343)

2026-01-08 21:31:19 -08:00

nodes_images.py

add search aliases to all nodes (#12035)

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

nodes_ip2p.py

convert nodes_ip2p.pt to V3 schema (#10097)

2025-10-01 12:20:30 -07:00

nodes_kandinsky5.py

add search aliases to all nodes (#12035)

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

nodes_latent.py

Make tonemap latent work on any dim latents. (#12363)

2026-02-08 21:16:40 -05:00

nodes_load_3d.py

add File3DAny output to Load3D node; extend SaveGLB to accept File3DAny as input (#12276)

2026-02-04 11:35:38 -08:00

nodes_logic.py

add support for kwargs inputs to allow arbitrary inputs from frontend (#12063)

2026-01-24 17:30:40 -08:00

nodes_lora_debug.py

Move nodes from previous PR into their own file. (#12066)

2026-01-24 23:02:32 -05:00

nodes_lora_extract.py

add search aliases to all nodes (#12035)

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

nodes_lotus.py

convert nodes_lotus.py to V3 schema (#10057)

2025-09-27 19:11:36 -07:00

nodes_lt_audio.py

Add device selection for LTXAVTextEncoderLoader (#11700)

2026-01-07 18:39:59 -05:00

nodes_lt_upsampler.py

Support the LTXV 2 model. (#11632)

2026-01-05 01:58:59 -05:00

nodes_lt.py

IC-LoRA: support small grid (#12074)

2026-01-26 15:33:19 -05:00

nodes_lumina2.py

add search aliases to all nodes (#12035)

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

nodes_mahiro.py

Give Mahiro CFG a more appropriate display name (#11580)

2026-01-02 00:37:37 -08:00

nodes_mask.py

add search aliases to all nodes (#12035)

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

nodes_mochi.py

convert nodes_mochi.py to V3 schema (#10069)

2025-09-29 12:03:35 -07:00

nodes_model_advanced.py

add search aliases to all nodes (#12035)

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

nodes_model_downscale.py

convert nodes_freelunch.py to the V3 schema (#10904)

2025-12-05 20:22:02 -08:00

nodes_model_merging_model_specific.py

Qwen Image model merging node. (#9202)

2025-08-06 04:07:04 -04:00

nodes_model_merging.py

add search aliases to all nodes (#12035)

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

nodes_model_patch.py

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

nodes_morphology.py

add search aliases to all nodes (#12035)

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

nodes_nop.py

Native block swap custom nodes considered harmful. (#10783)

2025-11-18 00:26:44 -05:00

nodes_optimalsteps.py

convert nodes_optimalsteps.py to V3 schema (#10074)

2025-10-01 12:18:04 -07:00

nodes_pag.py

convert nodes_pag.py to V3 schema (#10080)

2025-10-01 12:18:49 -07:00

nodes_perpneg.py

convert nodes_perpneg.py to V3 schema (#10081)

2025-09-29 12:05:28 -07:00

nodes_photomaker.py

convert nodes_photomaker.py to V3 schema (#10017)

2025-09-27 02:36:43 -07:00

nodes_pixart.py

add search aliases to all nodes (#12035)

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

nodes_post_processing.py

feat: Improve ResizeImageMaskNode UX with tooltips and search aliases (#12040)

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

nodes_preview_any.py

add search aliases to all nodes (#12035)

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

nodes_primitive.py

V3 Improvements + DynamicCombo + Autogrow exposed in public API (#11345)

2025-12-30 23:09:55 -05:00

nodes_qwen.py

Add node to create empty latents for qwen image layered model. (#11460)

2025-12-21 19:59:40 -05:00

nodes_rebatch.py

convert nodes_rebatch.py to V3 schema (#9945)

2025-09-26 14:10:49 -07:00

nodes_rope.py

Add a ScaleROPE node. Currently only works on WAN models. (#10559)

2025-10-30 22:11:38 -04:00

nodes_sag.py

convert nodes_sag.py to V3 schema (#9940)

2025-09-26 14:13:52 -07:00

nodes_sd3.py

Make regular empty latent node work properly on flux 2 variants. (#12050)

2026-01-23 19:50:48 -05:00

nodes_sdupscale.py

convert nodes_sdupscale.py to V3 schema (#9943)

2025-09-26 14:12:38 -07:00

nodes_slg.py

convert nodes_sd3.py and nodes_slg.py to V3 schema (#10162)

2025-10-09 15:18:23 -07:00

nodes_stable3d.py

convert nodes_stable3d.py to V3 schema (#10204)

2025-10-04 12:33:48 -07:00

nodes_stable_cascade.py

convert Stable Cascade nodes to V3 schema (#9373)

2025-08-30 23:19:21 -04:00

nodes_string.py

add search aliases to all nodes (#12035)

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

nodes_tcfg.py

convert nodes_tcfg.py to V3 schema (#9942)

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

nodes_tomesd.py

convert nodes_tomesd.py to V3 schema (#10180)

2025-10-03 11:50:38 -07:00

nodes_toolkit.py

Add a Create List node (#12173)

2026-02-05 01:18:21 -05:00

nodes_torch_compile.py

Disable guards on transformer_options when torch.compile (#11317)

2025-12-15 16:49:29 -05:00

nodes_train.py

[Trainer] training with proper offloading (#12189)

2026-02-10 21:45:19 -05:00

nodes_upscale_model.py

feat: Add search_aliases field to node schema (#12010)

2026-01-21 15:36:02 -08:00

nodes_video_model.py

Temporal area composition.

2025-03-03 06:50:31 -05:00

nodes_video.py

Add a VideoSlice node (#12107)

2026-02-10 14:42:21 -08:00

nodes_wan.py

add search aliases to all nodes (#12035)

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

nodes_wanmove.py

add search aliases to all nodes (#12035)

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

nodes_webcam.py

add search aliases to all nodes (#12035)

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

nodes_zimage.py

Support zimage omni base model. (#11979)

2026-01-19 23:17:38 -05:00