Jedrzej Kosinski
9e4749a32f
Implement persistent thread pool for multi-GPU CFG splitting
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Replace per-step thread create/destroy in _calc_cond_batch_multigpu with a
persistent MultiGPUThreadPool. Each worker thread calls torch.cuda.set_device()
once at startup, preserving compiled kernel caches across diffusion steps.
- Add MultiGPUThreadPool class in comfy/multigpu.py
- Create pool in CFGGuider.outer_sample(), shut down in finally block
- Main thread handles its own device batch directly for zero overhead
- Falls back to sequential execution if no pool is available
Co-authored-by: Amp <amp@ampcode.com>
Amp-Thread-ID: https://ampcode.com/threads/T-019d3f5c-28c5-72c9-abed-34681f1b54ba
2026-04-08 05:27:12 -07:00
Jedrzej Kosinski
da3864436c
Merge remote-tracking branch 'origin/master' into worksplit-multigpu
2026-04-08 05:08:38 -07:00
huemin
b615af1c65
Add support for small flux.2 decoder ( #13314 )
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2026-04-07 03:44:18 -04:00
comfyanonymous
40862c0776
Support Ace Step 1.5 XL model. ( #13317 )
2026-04-07 03:13:47 -04:00
Terry Jia
50076f3439
format blueprint ( #13315 )
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Co-authored-by: guill <jacob.e.segal@gmail.com>
2026-04-06 23:33:55 -04:00
comfyanonymous
61c2387436
Ace step empty latent nodes follow intermediate dtype. ( #13313 )
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2026-04-06 18:12:16 -07:00
Terry Jia
7083484a48
image histogram node ( #13153 )
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* image histogram node
* update color curve blueprint using image histogram node
---------
Co-authored-by: guill <jacob.e.segal@gmail.com>
2026-04-06 14:54:02 -07:00
comfyanonymous
4b1444fc7a
Update README.md with new frontend release cycle. ( #13301 )
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2026-04-05 16:37:27 -07:00
Daxiong (Lin)
8cbbea8f6a
chore: update workflow templates to v0.9.44 ( #13290 )
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2026-04-05 13:31:11 +08:00
comfyanonymous
13917b3880
Nightly Nvidia pytorch is now cu132 ( #13288 )
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2026-04-04 16:02:47 -07:00
comfyanonymous
f21f6b2212
Add portable release for intel XPU. ( #13272 )
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2026-04-03 15:29:06 -04:00
Daxiong (Lin)
eb0686bbb6
Update template to 0.9.43 ( #13265 )
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2026-04-02 23:52:10 -07:00
Alexander Piskun
5de94e70ec
feat(api-nodes): new Partner nodes for Wan2.7 ( #13264 )
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Signed-off-by: bigcat88 <bigcat88@icloud.com>
2026-04-02 23:51:47 -07:00
comfyanonymous
76b75f3ad7
Fix some issue with insecure browsers. ( #13261 )
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If you are on a recent chromium or chrome based browser this doesn't affect you.
This is to give time for the lazy firefox devs to implement PNA.
2026-04-02 16:39:34 -04:00
comfyanonymous
0c63b4f6e3
Remove dead code. ( #13251 )
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2026-04-01 20:22:06 -04:00
Daxiong (Lin)
7d437687c2
chore: update workflow templates to v0.9.41 ( #13242 )
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2026-03-31 20:23:25 -07:00
comfyanonymous
e2ddf28d78
Fix some fp8 scaled checkpoints no longer working. ( #13239 )
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2026-03-31 14:27:17 -07:00
comfyanonymous
076639fed9
Update README with note on model support ( #13235 )
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Added note about additional supported models in ComfyUI.
2026-03-30 23:11:02 -04:00
Jedrzej Kosinski
b418fb1582
Fix device mismatch: update LoadedModel.device when _switch_parent swaps to parent patcher
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When a multigpu clone ModelPatcher is garbage collected, LoadedModel._switch_parent
switches the weakref to point at the parent (main) ModelPatcher. However, it was not
updating LoadedModel.device, leaving it with the old clone's device (e.g., cuda:1).
On subsequent runs, this stale device was passed to ModelPatcherDynamic.load(), causing
an assertion failure (device_to != self.load_device).
Amp-Thread-ID: https://ampcode.com/threads/T-019d3f5c-28c5-72c9-abed-34681f1b54ba
Co-authored-by: Amp <amp@ampcode.com>
2026-03-30 08:59:38 -07:00
Jedrzej Kosinski
20803749c3
Add detailed multigpu debug logging to load_models_gpu
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Amp-Thread-ID: https://ampcode.com/threads/T-019d3f5c-28c5-72c9-abed-34681f1b54ba
Co-authored-by: Amp <amp@ampcode.com>
2026-03-30 08:53:36 -07:00
Jedrzej Kosinski
3fab720be9
Add debug logging for device mismatch in ModelPatcherDynamic.load
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Amp-Thread-ID: https://ampcode.com/threads/T-019d3f5c-28c5-72c9-abed-34681f1b54ba
Co-authored-by: Amp <amp@ampcode.com>
2026-03-30 08:45:55 -07:00
Jedrzej Kosinski
afdddcee66
Re-enable comfy-kitchen cuda backend for multigpu testing
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Amp-Thread-ID: https://ampcode.com/threads/T-019d3f5c-28c5-72c9-abed-34681f1b54ba
Co-authored-by: Amp <amp@ampcode.com>
2026-03-30 08:32:52 -07:00
Jedrzej Kosinski
1d8e379f41
Rename MultiGPU Work Units to MultiGPU CFG Split
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Amp-Thread-ID: https://ampcode.com/threads/T-019d3ee9-19d5-767a-9d7a-e50cbbef815b
Co-authored-by: Amp <amp@ampcode.com>
2026-03-30 08:00:20 -07:00
Jedrzej Kosinski
5f4fcd19e7
Simplify multigpu nodes: default max_gpus=2, remove gpu_options input, disable Options node
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Amp-Thread-ID: https://ampcode.com/threads/T-019d3ee9-19d5-767a-9d7a-e50cbbef815b
Co-authored-by: Amp <amp@ampcode.com>
2026-03-30 07:30:32 -07:00
Jedrzej Kosinski
d52dcbc88f
Rewrite multigpu nodes to V3 format
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Amp-Thread-ID: https://ampcode.com/threads/T-019d3ee9-19d5-767a-9d7a-e50cbbef815b
Co-authored-by: Amp <amp@ampcode.com>
2026-03-30 07:23:13 -07:00
Jedrzej Kosinski
84f465e791
Set CUDA device at start of multigpu threads to avoid multithreading bugs
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Amp-Thread-ID: https://ampcode.com/threads/T-019d3ee9-19d5-767a-9d7a-e50cbbef815b
Co-authored-by: Amp <amp@ampcode.com>
2026-03-30 07:07:54 -07:00
Jedrzej Kosinski
be35378986
Merge branch 'master' into worksplit-multigpu
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Amp-Thread-ID: https://ampcode.com/threads/T-019d3ee9-19d5-767a-9d7a-e50cbbef815b
Co-authored-by: Amp <amp@ampcode.com>
# Conflicts:
# comfy/samplers.py
2026-03-30 06:24:55 -07:00
Christian Byrne
55e6478526
Rename utils/string nodes with Text prefix and add search aliases ( #13227 )
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Rename all 11 nodes in the utils/string category to include a "Text"
prefix for better discoverability and natural sorting. Regex nodes get
user-friendly names without "Regex" in the display name.
Renames:
- Concatenate → Text Concatenate
- Substring → Text Substring
- Length → Text Length
- Case Converter → Text Case Converter
- Trim → Text Trim
- Replace → Text Replace
- Contains → Text Contains
- Compare → Text Compare
- Regex Match → Text Match
- Regex Extract → Text Extract Substring
- Regex Replace → Text Replace (Regex)
All renamed nodes include their old display name as a search alias so
users can still find them by searching the original name. Regex nodes
also include "regex" as a search alias.
2026-03-29 21:02:44 -07:00
comfyanonymous
537c10d231
Update README.md with latest AMD Linux pytorch. ( #13228 )
2026-03-29 19:07:38 -07:00
rattus
8d723d2caa
Fix/tweak pinned memory accounting ( #13221 )
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* mm: Lower windows pin threshold
Some workflows have more extranous use of shared GPU memory than is
accounted for in the 5% pin headroom. Lower this for safety.
* mm: Remove pin count clearing threshold.
TOTAL_PINNED_MEMORY is shared between the legacy and aimdo pinning
systems, however this catch-all assumes only the legacy system exists.
Remove the catch-all as the PINNED_MEMORY buffer is coherent already.
2026-03-29 16:43:24 -07:00
Alexander Piskun
d113d1cc32
feat(api-nodes-Tencent3D): allow smaller possible face_count; add uv_image output ( #13207 )
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Signed-off-by: bigcat88 <bigcat88@icloud.com>
2026-03-29 14:11:30 -07:00
Jukka Seppänen
a500f1edac
CORE-13 feat: Support RT-DETRv4 detection model ( #12748 )
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2026-03-28 23:34:10 -04:00
comfyanonymous
3f77450ef1
Fix #13214 ( #13216 )
2026-03-28 22:35:59 -04:00
Terry Jia
fc1fdf3389
fix: avoid nested sampler function calls in Color Curves shader ( #13209 )
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2026-03-28 13:13:05 -04:00
rattus
b353a7c863
Integrate RAM cache with model RAM management ( #13173 )
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2026-03-27 21:34:16 -04:00
Terry Jia
3696c5bad6
Add has_intermediate_output flag for nodes with interactive UI ( #13048 )
2026-03-27 21:06:38 -04:00
comfyanonymous
3a56201da5
Allow flux conditioning without a pooled output. ( #13198 )
2026-03-27 20:36:26 -04:00
Alexander Piskun
6a2cdb817d
fix(api-nodes-nanobana): raise error when not output image is present ( #13167 )
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Signed-off-by: bigcat88 <bigcat88@icloud.com>
2026-03-27 12:11:41 -07:00
ComfyUI Wiki
85b7495135
chore: update workflow templates to v0.9.39 ( #13196 )
2026-03-27 10:13:02 -07:00
Jin Yi
225c52f6a4
fix: register image/svg+xml MIME type for .svg files ( #13186 )
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The /view endpoint returns text/plain for .svg files on some platforms
because Python's mimetypes module does not always include SVG by default.
Explicitly register image/svg+xml so <img> tags can render SVGs correctly.
Amp-Thread-ID: https://ampcode.com/threads/T-019d2da7-6a64-726a-af91-bd9c44e7f43c
2026-03-26 22:13:29 -07:00
comfyanonymous
b1fdbeb9a7
Fix blur and sharpen nodes not working with fp16 intermediates. ( #13181 )
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2026-03-26 22:18:16 -04:00
Terry Jia
1dc64f3526
feat: add curve inputs and raise uniform limit for GLSL shader node ( #13158 )
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* feat: add curve inputs and raise uniform limit for GLSL shader node
* allow arbitrary size for curve
2026-03-26 21:45:05 -04:00
ComfyUI Wiki
359559c913
chore: update workflow templates to v0.9.38 ( #13176 )
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2026-03-26 12:07:38 -07:00
Alexander Piskun
8165485a17
feat(api-nodes): added new Topaz model ( #13175 )
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Signed-off-by: bigcat88 <bigcat88@icloud.com>
2026-03-26 12:02:04 -07:00
Jukka Seppänen
b0fd65e884
fix: regression in text generate with LTXAV model ( #13170 )
2026-03-26 09:55:05 -07:00
comfyanonymous
2a1f402601
Make Qwen 8B work with TextGenerate node. ( #13160 )
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2026-03-25 23:21:44 -04:00
Luke Mino-Altherr
3eba2dcf2d
fix(assets): recognize temp directory in asset category resolution ( #13159 )
2026-03-25 19:59:59 -07:00
Jukka Seppänen
404d7b9978
feat: Support Qwen3.5 text generation models ( #12771 )
2026-03-25 22:48:28 -04:00
Dante
6580a6bc01
fix(number-convert): preserve int precision for large numbers ( #13147 )
2026-03-25 18:06:34 -04:00
Dr.Lt.Data
3b15651bc6
bump manager version to 4.1 ( #13156 )
2026-03-25 16:49:29 -04:00
