rattus
5aa5ccc9e0
Multi-threaded load of models from disk (big load time speedups & Offload to disk) (CORE-43,CORE-152,CORE-164,CORE-165,CORE-117) ( #13802 )
...
* model_management: disable non-dynamic smart memory
Disable smart memory outright for non dynamic models.
This is a minor step towards deprecation of --disable-dynamic-vram
and the legacy ModelPatcher.
This is needed for estimate-free model development, where new models
can opt-out of supplying a memory estimate and not have to worry
about hard VRAM allocations due to legacy non-dynamic model patchers
This is also a general stability increase for a lot of stray use cases
where estimates may still be off and going forward we are not going
to accurately maintain such estimates.
* pinned_memory: implement with aimdo growable buffer
Use a single growable buffer so we can do threaded pre-warming on
pinned memory.
* mm: use aimdo to do transfer from disk to pin
Aimdo implements a faster threaded loader.
* Add stream host pin buffer for AIMDO casts
Introduce per-offload-stream HostBuffer reuse for pinned staging,
include it in cast buffer reset synchronization.
Defer actual casts that go via this pin path to a separate pass
such that the buffer can be allocated monolithically (to avoid
cudaHostRegister thrash).
* remove old pin path
* Implement JIT pinned memory pressure
Replace the predictive pin pressure mechanism with JIT PIN memory
pressure.
* LowVRAMPatch: change to two-phase visit
* lora: re-implement as inplace swiss-army-knife operation
* prepare for multiple pin sets
* implement pinned loras
* requirements: comfy-aimdo 0.4.0
* ops: remove unused arg
This was defeatured in aimdo iteration
* ops: sync the CPU with only the offload stream activity
This was syncing with the offload stream which itself is synced with the
compute stream, so this was syncing CPU with compute transitively. Define
the event to sync it more gently.
* pins: implement freeing intermediate for pinned memory
Pinning is more important than inactive intermediates and the stream
pin buffer is more important than even active intermediates.
* execution: implement pin eviction on RAM presure
Add back proper pin freeing on RAM pressure
* implement pin registration swaps
Uncap the windows pins from 50% by extending the pool and have a pressure
mechanism to move the pin reservations om demand.
This unfortunately implies a GPU sync to do the freeing so significant
hysterisis needs to be added to consolidate these pressure events.
* cli_args/execution: Implement lower background cache-ram threshold
Limit the amount of RAM background intermediates can use, so that
switching workflows doesn't degrade performance too much.
* make default
* bump aimdo
* model-patcher: force-cast tiny weights
Flux 2 gets crazy stalls due to a mix of tiny and giant weights
creating lopsided steam buffer rotations which creates stalls.
* ops: refactor in prep for chunking
* mm: delegate pin-on-the-way to aimdo
Aimdo is able to chunk and slice this on the way for better CPU->GPU
overlap. The main advantage is the ability to shorten the bus contention
window between previous weight transfer and the next weights vbar
fault.
* bump aimdo
* pinning updates
* specify hostbuf max allocation size
There a signs of virtual memory exhaustion on some linux systems when
throwing 128GB for every little piece. Pass the actual to save aimdo
from over-estimates
* tests: update execution tests for caching
The default caching changed to ram-cache so update these tests
accordingly.
Remove the LRU 0 test as this also falls through to RAM cache.
2026-05-20 17:03:58 -07:00
Daxiong (Lin)
4efe1ddb5c
chore: update workflow templates to v0.9.79 ( #14011 )
2026-05-20 23:46:20 +08:00
Daxiong (Lin)
3d870ff51f
chore: update workflow templates to v0.9.77 ( #13895 )
2026-05-15 01:25:18 +08:00
Daxiong (Lin)
afb4fa15d5
chore: update workflow templates to v0.9.75 ( #13877 )
...
Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com>
2026-05-13 12:33:12 -07:00
Daxiong (Lin)
240363f11e
chore: update embedded docs to v0.5.0 ( #13865 )
2026-05-13 13:33:29 +08:00
Daxiong (Lin)
aa9d2fc713
chore: update workflow templates to v0.9.73 ( #13822 )
2026-05-10 19:10:13 +08:00
Comfy Org PR Bot
a4b7e3beed
Bump comfyui-frontend-package to 1.43.18 ( #13809 )
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2026-05-09 07:53:10 -07:00
Daxiong (Lin)
25757a53c9
chore: update workflow templates to v0.9.72 ( #13732 )
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2026-05-07 00:28:18 -07:00
Comfy Org PR Bot
9c34f5f36a
Bump comfyui-frontend-package to 1.43.17 ( #13723 )
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Co-authored-by: Alexander Brown <DrJKL0424@gmail.com>
2026-05-05 22:22:48 -07:00
Daxiong (Lin)
d794b62939
Update workflow templates to v0.9.69 ( #13714 )
...
* chore: update workflow templates to v0.9.69
* Update comfyui-workflow-templates to version 0.9.70
* Downgrade comfyui-workflow-templates to 0.9.69
---------
Co-authored-by: Alexander Piskun <13381981+bigcat88@users.noreply.github.com>
2026-05-05 16:57:27 +03:00
Daxiong (Lin)
1d23a875ed
chore: update workflow templates to v0.9.68 ( #13678 )
2026-05-03 10:06:55 +08:00
Daxiong (Lin)
10b45a71cd
chore: update workflow templates to v0.9.66 ( #13662 )
...
Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com>
2026-05-01 12:11:30 -07:00
Daxiong (Lin)
e8e8fee224
chore: update workflow templates to v0.9.65 ( #13644 )
2026-04-30 18:14:28 -07:00
Jedrzej Kosinski
a7d82baa06
Fix SQLAlchemy version format in requirements.txt ( #13547 )
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Change SQLAlchemy>=2.0 to SQLAlchemy>=2.0.0 to satisfy the X.Y.Z
version format expected by install_util.is_valid_version().
2026-04-29 23:30:01 -04:00
rattus
e514119e1e
comfy-aimdo v0.3.0 ( #13604 )
...
Comfy-aimdo 0.3.0 contains several major new features.
multi-GPU support
ARM support
AMD support
Refactorings include:
Linkless architecture - linkage is now performed purely at runtime
to stop host library lookups completely and only interact with the
torch-loaded Nvidia stack.
Elimination of cudart integration on linux. Its no consistent with
windows.
Misc bugfixes and minor features.
2026-04-28 16:34:37 -04:00
Daxiong (Lin)
1233f077b1
chore: update workflow templates to v0.9.63 ( #13586 )
...
Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com>
2026-04-27 10:06:03 -07:00
Comfy Org PR Bot
5e3f15a830
Bump comfyui-frontend-package to 1.42.15 ( #13556 )
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2026-04-24 17:21:39 -07:00
Daxiong (Lin)
47ccecaee0
chore: update workflow templates to v0.9.62 ( #13539 )
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2026-04-23 16:56:13 -07:00
rattus
ef8f3cbcdc
comfy-aimdo 0.2.14: Hotfix async allocator estimations ( #13534 )
...
This was doing an over-estimate of VRAM used by the async allocator when lots
of little small tensors were in play.
Also change the versioning scheme to == so we can roll forward aimdo without
worrying about stable regressions downstream in comfyUI core.
2026-04-23 11:14:13 -07:00
Daxiong (Lin)
2a14e1e96a
chore: update embedded docs to v0.4.4 ( #13535 )
2026-04-23 08:15:47 -07:00
Daxiong (Lin)
5edbdf4364
chore: update workflow templates to v0.9.61 ( #13533 )
2026-04-23 07:51:20 -07:00
Daxiong (Lin)
6045c11d8b
chore: update workflow templates to v0.9.59 ( #13507 )
2026-04-21 20:45:25 -07:00
Comfy Org PR Bot
102773cd2c
Bump comfyui-frontend-package to 1.42.14 ( #13493 )
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2026-04-21 11:35:45 -07:00
Comfy Org PR Bot
e75f775ae8
Bump comfyui-frontend-package to 1.42.12 ( #13489 )
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2026-04-21 00:43:11 -07:00
Octopus
543e9fba64
fix: pin SQLAlchemy>=2.0 in requirements.txt ( fixes #13036 ) ( #13316 )
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2026-04-20 15:30:23 -07:00
Daxiong (Lin)
f8d92cf313
chore: update workflow templates to v0.9.57 ( #13455 )
2026-04-17 12:16:39 -05:00
Daxiong (Lin)
7ce3f64c78
Update workflow templates to v0.9.54 ( #13412 )
2026-04-14 17:35:27 -07:00
Comfy Org PR Bot
c16db7fd69
Bump comfyui-frontend-package to 1.42.11 ( #13398 )
2026-04-14 14:13:35 -04:00
Daxiong (Lin)
fed4ac031a
chore: update workflow templates to v0.9.50 ( #13399 )
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2026-04-14 14:24:37 +08:00
Daxiong (Lin)
559501e4b8
chore: update workflow templates to v0.9.47 ( #13385 )
2026-04-12 23:19:09 -07:00
Daxiong (Lin)
b920bdd77d
chore: update workflow templates to v0.9.45 ( #13353 )
2026-04-10 15:50:40 -04:00
comfyanonymous
3d4aca8084
Bump comfyui-frontend-package version to 1.42.10 ( #13346 )
2026-04-09 21:56:49 -04:00
Daxiong (Lin)
8cbbea8f6a
chore: update workflow templates to v0.9.44 ( #13290 )
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2026-04-05 13:31:11 +08:00
Daxiong (Lin)
eb0686bbb6
Update template to 0.9.43 ( #13265 )
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2026-04-02 23:52:10 -07:00
Daxiong (Lin)
7d437687c2
chore: update workflow templates to v0.9.41 ( #13242 )
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2026-03-31 20:23:25 -07:00
ComfyUI Wiki
85b7495135
chore: update workflow templates to v0.9.39 ( #13196 )
2026-03-27 10:13:02 -07:00
ComfyUI Wiki
359559c913
chore: update workflow templates to v0.9.38 ( #13176 )
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2026-03-26 12:07:38 -07:00
comfyanonymous
c2862b24af
Update templates package version. ( #13141 )
2026-03-24 17:36:12 -04:00
comfyanonymous
2d4970ff67
Update frontend version to 1.42.8 ( #13126 )
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2026-03-23 20:43:41 -04:00
Alexander Brown
b67ed2a45f
Update comfyui-frontend-package version to 1.41.21 ( #13035 )
2026-03-18 16:36:39 -04:00
ComfyUI Wiki
379fbd1a82
chore: update workflow templates to v0.9.26 ( #13012 )
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2026-03-16 21:53:18 -07:00
comfyanonymous
4941cd046e
Update comfyui-frontend-package to version 1.41.20 ( #12954 )
2026-03-14 19:53:31 -04:00
rattus
4c4be1bba5
comfy-aimdo 0.2.12 ( #12941 )
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comfy-aimdo 0.2.12 fixes support for non-ASCII filepaths in the new
mmap helper.
2026-03-14 07:53:00 -07:00
rattus
7810f49702
comfy aimdo 0.2.11 + Improved RAM Pressure release strategies - Windows speedups ( #12925 )
...
* Implement seek and read for pins
Source pins from an mmap is pad because its its a CPU->CPU copy that
attempts to fully buffer the same data twice. Instead, use seek and
read which avoids the mmap buffering while usually being a faster
read in the first place (avoiding mmap faulting etc).
* pinned_memory: Use Aimdo pinner
The aimdo pinner bypasses pytorches CPU allocator which can leak
windows commit charge.
* ops: bypass init() of weight for embedding layer
This similarly consumes large commit charge especially for TEs. It can
cause a permanement leaked commit charge which can destabilize on
systems close to the commit ceiling and generally confuses the RAM
stats.
* model_patcher: implement pinned memory counter
Implement a pinned memory counter for better accounting of what volume
of memory pins have.
* implement touch accounting
Implement accounting of touching mmapped tensors.
* mm+mp: add residency mmap getter
* utils: use the aimdo mmap to load sft files
* model_management: Implement tigher RAM pressure semantics
Implement a pressure release on entire MMAPs as windows does perform
faster when mmaps are unloaded and model loads free ramp into fully
unallocated RAM.
Make the concept of freeing for pins a completely separate concept.
Now that pins are loadable directly from original file and don' touch
the mmap, tighten the freeing budget to just the current loaded model
- what you have left over. This still over-frees pins, but its a lot
better than before.
So after the pins are freed with that algorithm, bounce entire MMAPs
to free RAM based on what the model needs, deducting off any known
resident-in-mmap tensors to the free quota to keep it as tight as
possible.
* comfy-aimdo 0.2.11
Comfy aimdo 0.2.11
* mm: Implement file_slice path for QT
* ruff
* ops: put meta-tensors in place to allow custom nodes to check geo
2026-03-13 22:18:08 -04:00
Comfy Org PR Bot
6cd35a0c5f
Bump comfyui-frontend-package to 1.41.19 ( #12923 )
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2026-03-13 14:31:25 -04:00
Christian Byrne
8d9faaa181
Update requirements.txt ( #12910 )
2026-03-12 18:14:59 -04:00
ComfyUI Wiki
712411d539
chore: update workflow templates to v0.9.21 ( #12908 )
2026-03-12 12:16:54 -07:00
comfyanonymous
8f9ea49571
Bump comfy-kitchen version to 0.2.8 ( #12895 )
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2026-03-12 00:17:31 -04:00
Comfy Org PR Bot
9ce4c3dd87
Bump comfyui-frontend-package to 1.41.16 ( #12894 )
...
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
2026-03-11 18:16:30 -07:00
Comfy Org PR Bot
abc87d3669
Bump comfyui-frontend-package to 1.41.15 ( #12891 )
...
---------
Co-authored-by: Alexander Brown <DrJKL0424@gmail.com>
2026-03-11 17:04:51 -04:00
