comfyanonymous
1e4e342f54
Fix noise with ancestral samplers when inferencing on cpu. ( #11528 )
2025-12-26 22:03:01 -05:00
Dr.Lt.Data
16fb6849d2
bump comfyui_manager version to the 4.0.4 ( #11521 )
2025-12-27 08:55:59 +09:00
comfyanonymous
d9a76cf66e
Specify in readme that we only support pytorch 2.4 and up. ( #11512 )
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2025-12-25 23:46:51 -05:00
comfyanonymous
532e285079
Add a ManualSigmas node. ( #11499 )
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Can be used to manually set the sigmas for a model.
This node accepts a list of integer and floating point numbers separated
with any non numeric character.
2025-12-24 19:09:37 -05:00
ComfyUI Wiki
4f067b07fb
chore: update workflow templates to v0.7.64 ( #11496 )
2025-12-24 18:54:21 -05:00
Comfy Org PR Bot
650e716dda
Bump comfyui-frontend-package to 1.35.9 ( #11470 )
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Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
2025-12-23 21:29:41 -08:00
comfyanonymous
e4c61d7555
ComfyUI v0.6.0
2025-12-23 20:50:02 -05:00
ComfyUI Wiki
22ff1bbfcb
chore: update workflow templates to v0.7.63 ( #11482 )
2025-12-23 20:48:45 -05:00
Alexander Piskun
f4f44bb807
api-nodes: use new custom endpoint for Nano Banana ( #11311 )
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2025-12-23 12:10:27 -08:00
comfyanonymous
33aa808713
Make denoised output on custom sampler nodes work with nested tensors. ( #11471 )
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2025-12-22 16:43:24 -05:00
ComfyUI Wiki
eb0e10aec4
Update workflow templates to v0.7.62 ( #11467 )
2025-12-22 16:02:41 -05:00
Alexander Piskun
c176b214cc
extend possible duration range for Kling O1 StartEndFrame node ( #11451 )
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2025-12-21 22:44:49 -08:00
comfyanonymous
91bf6b6aa3
Add node to create empty latents for qwen image layered model. ( #11460 )
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2025-12-21 19:59:40 -05:00
comfyanonymous
807538fe6c
Core release process. ( #11447 )
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2025-12-20 20:02:02 -05:00
Alexander Piskun
bbb11e2608
fix(api-nodes): Topaz 4k video upscaling ( #11438 )
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2025-12-20 08:48:28 -08:00
Alexander Piskun
0899012ad6
chore(api-nodes): by default set Watermark generation to False ( #11437 )
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2025-12-19 22:24:37 -08:00
comfyanonymous
fb478f679a
Only apply gemma quant config to gemma model for newbie. ( #11436 )
2025-12-20 01:02:43 -05:00
woctordho
4c432c11ed
Implement Jina CLIP v2 and NewBie dual CLIP ( #11415 )
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* Implement Jina CLIP v2
* Support quantized Gemma in NewBie dual CLIP
2025-12-20 00:57:22 -05:00
comfyanonymous
31e961736a
Fix issue with batches and newbie. ( #11435 )
2025-12-20 00:23:51 -05:00
rattus
767ee30f21
ZImageFunControlNet: Fix mask concatenation in --gpu-only ( #11421 )
...
This operation trades in latents which in --gpu-only may be out of the GPU
The two VAE results will follow the --gpu-only defined behaviour so follow
the inpaint image device when calculating the mask in this path.
2025-12-20 00:22:17 -05:00
comfyanonymous
3ab9748903
Disable prompt weights on newbie te. ( #11434 )
2025-12-20 00:19:47 -05:00
woctordho
0aa7fa464e
Implement sliding attention in Gemma3 ( #11409 )
2025-12-20 00:16:46 -05:00
drozbay
514c24d756
Fix error from logging line ( #11423 )
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Co-authored-by: ozbayb <17261091+ozbayb@users.noreply.github.com>
2025-12-19 20:22:45 -08:00
comfyanonymous
809ce68749
Support nested tensor denoise masks. ( #11431 )
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2025-12-19 19:59:25 -05:00
BradPepersAMD
cc4ddba1b6
Allow enabling use of MIOpen by setting COMFYUI_ENABLE_MIOPEN=1 as an env var ( #11366 )
2025-12-19 17:01:50 -05:00
Dr.Lt.Data
8376ff6831
bump comfyui_manager version to the 4.0.3b7 ( #11422 )
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2025-12-19 10:41:56 -08:00
Alexander Piskun
5b4d0664c8
add Flux2MaxImage API Node ( #11420 )
2025-12-19 10:02:49 -08:00
Rattus
86e74e7f8b
nodes: add cache barriers to models / clip
2025-12-19 22:35:25 +10:00
Rattus
783da446c1
comfy_execution: add cache barriers
...
Add a system where an input is marked as a cache barrier, deferring its
evaluation. Once the node is executed, the barrier is released and
everything behind the barrier is executed at increase priority.
2025-12-19 22:35:25 +10:00
Rattus
96ad4904fe
mm: fix debug message
2025-12-19 19:32:51 +10:00
Rattus
4bb34b85b7
mm: make model offloading deffered with weakrefs
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RAMPressure caching may ned to purge the same model that you are
currently trying to offload for VRAM freeing. In this case, RAMPressure
cache takes priority and needs to be able to pull the trigger on dumping
the whole model and freeing the ModelPatcher in question. To do this,
defer the actual tranfer of model weights from GPU to RAM to
model_management state and not as part of ModelPatcher. This is dones as
a list of weakrefs.
If RAM cache decides to free to model you are currently unloading, then
the ModelPatcher and refs simply dissappear in the middle of the
unloading process, and both RAM and VRAM will be freed.
The unpatcher now queues the individual leaf modules to be offloaded
one-by-one so that RAM levels can be monitored.
Note that the UnloadPartially that is potentially done as part of a
load will not be freeable this way, however it shouldn't be anyway as
that is the currently active model and RAM cache cannot save you if
you cant even fit the one model you are currently trying to use.
2025-12-19 19:32:51 +10:00
Rattus
2c86040cf7
mm: dont use list of indexes for unload list work list
...
This is currently put together as a list of indexes assuming the
current_loaded_models doesn't change. However we might need to pruge a
model as part of the offload process which means this list can change in
the middle of the freeing process. handle by taking independent refs to
the LoadedModel objects and dong safe by-value deletion of
current_loaded_models.
2025-12-19 19:32:51 +10:00
Rattus
abe39647ee
mm: make garbage collector null safe on real_model
...
currently this hard assumes that the caller of model_unload will keep
current_loaded_models in sync. With RAMPressureCache its possible to
have the garbage collector occur in the middle of the model free process
which can split these two steps.
2025-12-19 19:32:51 +10:00
Rattus
3f4ee9174c
sd: Free RAM on main model load
2025-12-19 19:32:51 +10:00
Rattus
f190744f62
mm: Add free_ram()
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Add the free_ram() API and a means to install implementations of the
freer (I.E. the RAM cache).
2025-12-19 19:32:51 +10:00
Rattus
4612aab281
caching: build headroom into the RAM cache
...
move the headroom logic into the RAM cache to make this a little easier
to call to "free me some RAM".
Rename the API to free_ram().
Split off the clean_list creation to a completely separate function to
avoid any stray strong reference to the content-to-be-freed on the
stack.
2025-12-19 19:32:51 +10:00
comfyanonymous
894802b0f9
Add LatentCutToBatch node. ( #11411 )
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2025-12-18 22:21:40 -05:00
comfyanonymous
28eaab608b
Diffusion model part of Qwen Image Layered. ( #11408 )
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Only thing missing after this is some nodes to make using it easier.
2025-12-18 20:21:14 -05:00
comfyanonymous
6a2678ac65
Trim/pad channels in VAE code. ( #11406 )
2025-12-18 18:22:38 -05:00
comfyanonymous
e4fb3a3572
Support loading Wan/Qwen VAEs with different in/out channels. ( #11405 )
2025-12-18 17:45:33 -05:00
ComfyUI Wiki
e8ebbe668e
chore: update workflow templates to v0.7.60 ( #11403 )
2025-12-18 17:09:29 -05:00
ric-yu
1ca89b810e
Add unified jobs API with /api/jobs endpoints ( #11054 )
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* feat: create a /jobs api to return queue and history jobs
* update unused vars
* include priority
* create jobs helper file
* fix ruff
* update how we set error message
* include execution error in both responses
* rename error -> failed, fix output shape
* re-use queue and history functions
* set workflow id
* allow srot by exec duration
* fix tests
* send priority and remove error msg
* use ws messages to get start and end times
* revert main.py fully
* refactor: move all /jobs business logic to jobs.py
* fix failing test
* remove some tests
* fix non dict nodes
* address comments
* filter by workflow id and remove null fields
* add clearer typing - remove get("..") or ..
* refactor query params to top get_job(s) doc, add remove_sensitive_from_queue
* add brief comment explaining why we skip animated
* comment that format field is for frontend backward compatibility
* fix whitespace
---------
Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com>
Co-authored-by: guill <jacob.e.segal@gmail.com>
2025-12-17 21:44:31 -08:00
comfyanonymous
bf7dc63bd6
skip_load_model -> force_full_load ( #11390 )
...
This should be a bit more clear and less prone to potential breakage if the
logic of the load models changes a bit.
2025-12-17 23:29:32 -05:00
Kohaku-Blueleaf
86dbb89fc9
Resolution bucketing and Trainer implementation refactoring ( #11117 )
2025-12-17 22:15:27 -05:00
comfyanonymous
ba6080bbab
ComfyUI v0.5.1
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2025-12-17 21:04:50 -05:00
comfyanonymous
16d85ea133
Better handle torch being imported by prestartup nodes. ( #11383 )
2025-12-17 19:43:18 -05:00
chaObserv
5d9ad0c6bf
Fix the last step with non-zero sigma in sa_solver ( #11380 )
2025-12-17 13:57:40 -05:00
Alexander Piskun
c08f97f344
fix regression in V3 nodes processing ( #11375 )
2025-12-17 10:24:25 -08:00
Alexander Piskun
887143854b
feat(api-nodes): add GPT-Image-1.5 ( #11368 )
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2025-12-17 09:43:41 -08:00
comfyanonymous
3a5f239cb6
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2025-12-17 03:46:11 -05:00