Commit Graph

2287 Commits

Author SHA1 Message Date
Alexander Piskun
b35819712e feat: allow --comfy-api-base target ephemeral testenvs (#14569)
* feat: allow --comfy-api-base target ephemeral testenvs

Signed-off-by: bigcat88 <bigcat88@icloud.com>

* refactor: name /features data as backend flags, not frontend

---------

Signed-off-by: bigcat88 <bigcat88@icloud.com>
Co-authored-by: guill <jacob.e.segal@gmail.com>
2026-07-08 23:20:10 -07:00
comfyanonymous
d0008a8958 Fix qwen3vl reference images when used as a text encode models. (#14845)
Should not affect use as a text generation model.
2026-07-09 01:50:25 -04:00
j2gg0s
c6cb904994 Fix AttributeError in VAE.is_dynamic() for VAEs constructed without a patcher (#14826) 2026-07-08 16:01:43 -04:00
Silver
091b70edda add models-directory launch argument (#9113) 2026-07-08 22:20:47 +08:00
comfyanonymous
ffbecfffb9 Fix crash when using UNetSelfAttentionMultiply (#14823) 2026-07-07 21:17:31 -07:00
comfyanonymous
b481bc15af Support gqa on all attention backends, drop support for pytorch 2.4 (#14772) 2026-07-07 22:57:52 -04:00
comfyanonymous
439bd807f8 Skip unloading dynamic model patchers in current workflow. (#14799) 2026-07-06 14:35:12 -07:00
comfyanonymous
000c6b784e Small speedup for text model sampling. (#14773) 2026-07-05 18:39:24 -07:00
Silver
6c62ca0b6b fix: error when embedding is loaded with models using llama_template (#14744) 2026-07-04 17:06:09 +08:00
Silver
2c935de1b1 Fix Qwen3-VL tokenizer crash with custom embeddings (#14713) 2026-07-01 21:15:07 +03:00
Matt Miller
1c59659a2f feat: make asset hashing opt-in via --enable-asset-hashing, off by default (#14663)
Add a --enable-asset-hashing CLI flag (action=store_true, default False)
and plumb it into the two asset-seeder call sites in main.py that
previously hardcoded compute_hashes=True (the startup scan and the
post-job output enqueue). Local runs now skip blake3 hashing unless the
user opts in, avoiding the startup/per-output cost on large models
directories while keeping hashing available for asset-portability
features.

Co-authored-by: Alexis Rolland <alexisrolland@hotmail.com>
2026-06-30 14:13:20 -07:00
comfyanonymous
79c555ce6b Fix int8 mm being skipped on offloaded lora weights. (#14669) 2026-06-28 23:52:36 -04:00
comfyanonymous
470ac36a0a Fix int8 loras causing lower quality requant with wrong settings. (#14650)
* Update comfy-kitchen

* Support requantizing with same settings as orig quant.
2026-06-26 16:41:29 -07:00
comfyanonymous
1a510f0423 Support int8 models. (#14636) 2026-06-25 11:23:58 -07:00
comfyanonymous
b910f4fa2a More accurate memory usage factor for krea 2. (#14594) 2026-06-23 16:50:48 +08:00
Jukka Seppänen
2a61015582 feat: Support Krea2 (#14589) 2026-06-22 14:35:00 -07:00
comfyanonymous
e00b55631a Small anima optimization. (#14557) 2026-06-20 08:05:28 +08:00
Barish Ozbay
cd77c551d6 feat: Context Windows sampling with LTX2 models and IC-LoRa guides (CORE-3) (#13325) 2026-06-20 07:47:31 +08:00
comfyanonymous
52257bb435 Add negative prompt to boogu edit node and set min images to 0. (#14529) 2026-06-17 15:42:29 -07:00
Jukka Seppänen
e25c391888 feat: Support Boogu-Image (CORE-308) (#14523) 2026-06-17 14:22:36 -07:00
Jukka Seppänen
ca3dbe206c Allow using Qwen3-VL as flux2 klein text encoder (again) (#14526) 2026-06-17 08:45:06 -07:00
Jukka Seppänen
a590d60bb1 feat: SCAIL-2 multireference (CORE-310) (#14509)
* SCAIl-2: support multiref
2026-06-17 16:21:23 +03:00
Jukka Seppänen
fc964047e7 feat: Support text generation with Qwen3-VL (CORE-276) (#14298) 2026-06-17 08:12:44 +08:00
rattus
ec4dec93d2 Comfy Aimdo 0.4.10 + Dynamic --reserve-vram + --vram-headroom (#14480)
* main: implement --vram-headroom

Implement --vram-headroom for dynamic vram as a hybrid debug/diagnostic
option that can be used for people who still report shared VRAM spills.
They can trial and error the setting to maintain a bit more headroom to
avoid shared VRAM spills.

* main: implement --reserve-vram

Implement --reserve-vram as extra headroom on the simple method which
is semantically as close as possible to the stated functionality and
formet behaviour of non-dynamic VRAM.
2026-06-15 07:54:36 -07:00
comfyanonymous
7277d99d3a Use comfy kitchen apply rope in omnigen2 model. (#14442) 2026-06-13 09:38:39 +08:00
rattus
d7a552720c add --high-ram option (#14437)
Add this option for users who know they have so much ram they want
to pin everything or have a pagefile that outruns their disk speed.

The removes the RAM pressure caps completely and pins behind the
primary model load forcing all models to be permanently comitted
to RAM.
2026-06-12 07:53:33 -07:00
comfyanonymous
02656ea0bb Fix potential dtype issue with ideogram 4. (#14436) 2026-06-12 07:51:12 -07:00
Jedrzej Kosinski
befc321438 Make --enable-manager-legacy-ui imply --enable-manager (#14421) 2026-06-12 06:45:22 +08:00
Barish Ozbay
91187c58d9 Improve context window resizing for SCAIL2 (CORE-286) (#14394) 2026-06-11 13:37:43 +08:00
rattus
bda19b2604 ops: tolerate already force casted dynamic weight (#14410)
Some custom nodes .to weights completely out of load context which
can wreak havoc if its for a model that is not active. Detect this
condition and just let it fall-through to the non-dynamic loader
straight up.
2026-06-10 20:32:57 -07:00
rattus
6d18f4adac main: force cudnn.benchmark to false (#14390)
Some custom nodes try to set this true globally. It messes with dynamic
VRAM with one-off spikes that can OOM but this is also very high risk
for windows where such allocations might get serviced by shared memory
fallback.

Trump it.
2026-06-10 13:54:32 -04:00
Kohaku-Blueleaf
f350acdf21 [Trainer/bug] Ensure model is not inference mode (CORE-72) (#13400)
* Ensure model is not inference mode

* force clone inside training mode to avoid inference tensor

* Allow force deepcopy for model patcher
2026-06-09 23:07:47 -04:00
Talmaj
5ece24e73c Depth anything 3 (Core-135) (#13853)
Co-authored-by: Alexis Rolland <alexisrolland@hotmail.com>
2026-06-10 09:28:24 +08:00
Jukka Seppänen
f8e51b674c feat: Add Bernini-R model support (Wan video) (CORE-279) (#14216) 2026-06-10 07:47:34 +08:00
rattus
6f01b244a2 mm: dont reset cast buffers in cleanup_models_gc() (#14372)
cleanup_models_gc can be called once per load_models_gpu via
free_memory, which in turn can de-activate an active model via
this reset_cast_buffers.

cleanup_models_gc() could also come via obscure garbage collector
paths so limit reset_cast_buffers to the post-node callsite instead.
2026-06-09 13:57:04 -04:00
Jukka Seppänen
184009c2f6 feat: Add model support for SCAIL-2 (#14373)
* initial SCAIL2 support
2026-06-09 18:24:09 +03:00
kelseyee
07c53f8f0f Add LoRA key mapping for LTXV/LTXAV models (#14349) 2026-06-09 09:57:58 -04:00
rattus
1639dc7a70 main/server: Add --debug-hang (#14371)
Add an option to debug a hang with ctrl-C, dumping the backtraces to
see where its stuck or slow.
2026-06-09 09:55:00 -04:00
Jukka Seppänen
8ed7f458d0 Allow custom templates with Ideogram4 TE (#14374) 2026-06-09 21:11:05 +08:00
Alexis Rolland
f89999289a fix: Add back apply_rotary_emb for Qwen Image (#14364) 2026-06-09 11:55:49 +08:00
comfyanonymous
00b633f368 Revert "Add SeedVR2 support (CORE-6) (#14110)" (#14359)
This reverts commit 7863cf0e53.
2026-06-08 18:00:20 -04:00
John Pollock
7863cf0e53 Add SeedVR2 support (CORE-6) (#14110) 2026-06-08 18:15:05 +08:00
rattus
410df27253 Fix interoperation with external source of pinned memory pressure (#14252)
* mm: split off registration helper to doer and headroom calc

* pinned_memory: implement registration comfy side

Move away from Aimdo buffer registrations which seem fraught with
danger and do it comfy side. Just start with the basic move.

* pinned_memory: do registrations as portable memory

* pinned_memory: discard async errors on registration fail

Like the good ol days.

* pinned_memory: implement abs shortfall retry

If pinned registration happens to fail despite the previous budget
ensures, consider the allocation shortfall, ensure it again, and
try again. This allows comfy pins to interoperate with other software
that might be doing substantive pinning.
2026-06-05 08:39:35 -07:00
comfyanonymous
514bb8ba21 Fix ideogram if model dtype gets set to fp8. (#14291) 2026-06-04 19:20:22 -07:00
comfyanonymous
8e3045a90b Memory usage factor for ideogram 4 on non dynamic vram. (#14264) 2026-06-03 12:19:18 -04:00
Jukka Seppänen
24f9a020ce Support Ideogram4 (#14259) 2026-06-03 08:41:44 -07:00
comfyanonymous
d4c7ebff9c Remove old useless no comfy kitchen fallback. (#14245)
* Remove old fallback used when no comfy kitchen.

* Remove unused logging import
2026-06-02 17:52:41 -07:00
Quasar of Mikus
e9207aa7cc fix (MultiGPU): prevent freeze on manual abort when using MultiGPU CFG Split (#14235)
* fix (MultiGPU): prevent freeze on manual abort when using MultiGPU CFG Split

Problem:
Upon manual abort application hangs indefinitely.
`InterruptProcessingException` inherits from `BaseException` and bypasses MultiGPU's worker error handling block so thread dies silently, leaving the main thread waiting forever for `result_q.get()`

Fix:
Catch `comfy.model_management.InterruptProcessingException` instead of `Exception` so it's caught and passed back via `result_q` to unblock the main thread when manual abort signal fires.

* oops
2026-06-02 10:05:24 -07:00
person4268
c96fcddb81 Radiance: support variant with nonzero txt_ids (#14206) 2026-06-01 22:07:48 -07:00
comfyanonymous
4b48535a7d Do tripo dinov3 inference in fp32. (#14221) 2026-06-01 18:08:20 -07:00