Jedrzej Kosinski bf0e7bd246 Add GPU device selection to all loader nodes ...

- Add get_gpu_device_options() and resolve_gpu_device_option() helpers
  in model_management.py for vendor-agnostic GPU device selection
- Add device widget to CheckpointLoaderSimple, UNETLoader, VAELoader
- Expand device options in CLIPLoader, DualCLIPLoader, LTXAVTextEncoderLoader
  from [default, cpu] to include gpu:0, gpu:1, etc. on multi-GPU systems
- Wire load_diffusion_model_state_dict and load_state_dict_guess_config
  to respect model_options['load_device']
- Graceful fallback: unrecognized devices (e.g. gpu:1 on single-GPU)
  silently fall back to default

Amp-Thread-ID: https://ampcode.com/threads/T-019daa41-f394-731a-8955-4cff4f16283a
Co-authored-by: Amp <amp@ampcode.com>

2026-04-20 09:12:39 -07:00

..

chainner_models

Replace print with logging (#6138)

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

nodes_ace.py

Ace step empty latent nodes follow intermediate dtype. (#13313)

2026-04-06 18:12:16 -07:00

nodes_advanced_samplers.py

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

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

nodes_align_your_steps.py

add search aliases to all nodes (#12035)

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

nodes_apg.py

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

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

nodes_attention_multiply.py

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

2026-02-19 19:20:02 -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

feat: add essentials_category to nodes and blueprints for Essentials tab (#12573)

2026-03-15 16:18:04 -07:00

nodes_camera_trajectory.py

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

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

nodes_canny.py

Fix canny node not working with fp16. (#13085)

2026-03-20 23:15:50 -04:00

nodes_cfg.py

convert CFG nodes to V3 schema (#9717)

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

nodes_chroma_radiance.py

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

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

nodes_clip_sdxl.py

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

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

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

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

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

nodes_context_windows.py

Add slice_cond and per-model context window cond resizing (#12645)

2026-03-19 20:42:42 -07:00

nodes_controlnet.py

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

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

nodes_cosmos.py

convert Cosmos nodes to V3 schema (#9721)

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

nodes_curve.py

image histogram node (#13153)

2026-04-06 14:54:02 -07:00

nodes_custom_sampler.py

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

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

nodes_dataset.py

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

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

nodes_differential_diffusion.py

add search aliases to all nodes (#12035)

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

nodes_easycache.py

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

2026-02-19 19:20:02 -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

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

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

nodes_flux.py

Lower kv cache memory usage. (#12909)

2026-03-12 16:54:38 -04:00

nodes_freelunch.py

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

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

nodes_fresca.py

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

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

nodes_gits.py

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

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

nodes_glsl.py

Add has_intermediate_output flag for nodes with interactive UI (#13048)

2026-03-27 21:06:38 -04:00

nodes_hidream.py

add search aliases to all nodes (#12035)

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

nodes_hooks.py

Disable dynamic_vram when weight hooks applied (#12653)

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

nodes_hunyuan3d.py

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

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

nodes_hunyuan.py

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

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

nodes_hypernetwork.py

convert nodes_hypernetwork.py to V3 schema (#10583)

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

nodes_hypertile.py

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

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

nodes_image_compare.py

feat: add essentials_category to nodes and blueprints for Essentials tab (#12573)

2026-03-15 16:18:04 -07:00

nodes_images.py

Add has_intermediate_output flag for nodes with interactive UI (#13048)

2026-03-27 21:06:38 -04:00

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

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

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

nodes_load_3d.py

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

2026-02-19 19:20:02 -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

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

2026-02-19 19:20:02 -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 GPU device selection to all loader nodes

2026-04-20 09:12:39 -07:00

nodes_lt_upsampler.py

Support the LTXV 2 model. (#11632)

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

nodes_lt.py

feat: LTX2: Support reference audio (ID-LoRA) (#13111)

2026-03-23 18:22:24 -04:00

nodes_lumina2.py

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

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

nodes_mahiro.py

refactor: rename Mahiro CFG to Similarity-Adaptive Guidance (#12172)

2026-02-28 20:59:24 -08:00

nodes_mask.py

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

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

nodes_math.py

feat: add Math Expression node with simpleeval evaluation (#12687)

2026-03-05 18:51:28 -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

initial FlowRVS support (#12637)

2026-02-25 23:38:46 -05:00

nodes_model_downscale.py

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

2026-02-19 19:20:02 -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

feat: SUPIR model support (CORE-17) (#13250)

2026-04-18 23:02:01 -04:00

nodes_morphology.py

add search aliases to all nodes (#12035)

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

nodes_multigpu.py

Rename MultiGPU Work Units to MultiGPU CFG Split

2026-03-30 08:00:20 -07:00

nodes_nag.py

Add category to Normalized Attention Guidance node (#12565)

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

nodes_nop.py

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

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

nodes_number_convert.py

fix(number-convert): preserve int precision for large numbers (#13147)

2026-03-25 18:06:34 -04:00

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_painter.py

Add has_intermediate_output flag for nodes with interactive UI (#13048)

2026-03-27 21:06:38 -04:00

nodes_perpneg.py

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

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

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: SUPIR model support (CORE-17) (#13250)

2026-04-18 23:02:01 -04:00

nodes_preview_any.py

Add string output to preview text node. (#13406)

2026-04-14 14:42:23 -04:00

nodes_primitive.py

fix: swap essentials_category from CLIPTextEncode to PrimitiveStringMultiline (#12553)

2026-02-20 23:46:46 -08:00

nodes_qwen.py

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

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

nodes_rebatch.py

convert nodes_rebatch.py to V3 schema (#9945)

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

nodes_replacements.py

Node Replacement API (#12014)

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

nodes_resolution.py

refactor: use AspectRatio enum members as ASPECT_RATIOS dict keys (#12689)

2026-02-27 20:53:46 -08:00

nodes_rope.py

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

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

nodes_rtdetr.py

SDPose: resize input always (#13349)

2026-04-10 11:26:55 -10:00

nodes_sag.py

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

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

nodes_sd3.py

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

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

nodes_sdpose.py

SDPose: resize input always (#13349)

2026-04-10 11:26:55 -10:00

nodes_sdupscale.py

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

2026-02-19 19:20:02 -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

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

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

nodes_stable_cascade.py

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

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

nodes_string.py

Add JsonExtractString node. (#13435)

2026-04-17 00:20:16 -04:00

nodes_tcfg.py

convert nodes_tcfg.py to V3 schema (#9942)

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

nodes_textgen.py

nodes_textgen: Implement use_default_template for LTX (#13451)

2026-04-17 12:20:09 -04:00

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 dynamic_vram when using torch compiler (#12612)

2026-02-24 19:13:46 -05:00

nodes_train.py

Fix Train LoRA crash when training_dtype is "none" with bfloat16 LoRA weights (#13145)

2026-03-24 23:53:44 -04:00

nodes_upscale_model.py

Make ImageUpscaleWithModel node work with intermediate device and dtype. (#13357)

2026-04-10 21:48:26 -04:00

nodes_video_model.py

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

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

nodes_video.py

fix: move essentials_category to correct replacement nodes (#12568)

2026-02-26 01:00:32 -08:00

nodes_wan.py

feat: Support SCAIL WanVideo model (#12614)

2026-02-28 16:49:12 -05:00

nodes_wanmove.py

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

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

nodes_webcam.py

add search aliases to all nodes (#12035)

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

nodes_zimage.py

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

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