Commit Graph

2215 Commits

Author SHA1 Message Date
Yousef R. Gamaleldin
1cae5e8a1f
Merge 270e72fe48 into 138571da95 2026-04-18 20:43:21 -07:00
comfyanonymous
3d816db07f
Some optimizations to make Ernie inference a bit faster. (#13472) 2026-04-18 23:02:29 -04:00
Jukka Seppänen
b9dedea57d
feat: SUPIR model support (CORE-17) (#13250) 2026-04-18 23:02:01 -04:00
Yousef Rafat
270e72fe48 Merge branch 'seedvr2' of https://github.com/yousef-rafat/ComfyUI into seedvr2 2026-04-17 21:39:07 +02:00
Yousef Rafat
afa38ba172 pr fixes 2026-04-17 21:38:55 +02:00
Yousef R. Gamaleldin
34d6b1fc73
Merge branch 'master' into seedvr2 2026-04-17 21:07:28 +02:00
Bedovyy
b41ab53b6f
Use ErnieTEModel_ not ErnieTEModel. (#13431)
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2026-04-16 10:11:58 -04:00
Jun Yamog
1de83f91c3
Fix OOM regression in _apply() for quantized models during inference (#13372)
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Skip unnecessary clone of inference-mode tensors when already inside
torch.inference_mode(), matching the existing guard in set_attr_param.
The unconditional clone introduced in 20561aa9 caused transient VRAM
doubling during model movement for FP8/quantized models.
2026-04-15 02:10:36 -07:00
comfyanonymous
cb0bbde402
Fix ernie on devices that don't support fp64. (#13414) 2026-04-14 22:54:47 -04:00
comfyanonymous
722bc73319
Make text generation work with ministral model. (#13395)
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Needs template before it works properly.
2026-04-13 20:43:57 -04:00
comfyanonymous
402ff1cdb7
Fix issue with ernie image. (#13393) 2026-04-13 16:38:42 -04:00
comfyanonymous
c2657d5fb9
Fix typo. (#13382)
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2026-04-12 23:37:13 -04:00
comfyanonymous
31283d2892
Implement Ernie Image model. (#13369)
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2026-04-11 22:29:31 -04:00
comfyanonymous
55ebd287ee
Add a supports_fp64 function. (#13368) 2026-04-11 21:06:36 -04:00
Jukka Seppänen
a134423890
SDPose: resize input always (#13349) 2026-04-10 11:26:55 -10:00
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
comfyanonymous
0c63b4f6e3
Remove dead code. (#13251)
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2026-04-01 20:22:06 -04:00
comfyanonymous
e2ddf28d78
Fix some fp8 scaled checkpoints no longer working. (#13239)
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2026-03-31 14:27:17 -07:00
rattus
8d723d2caa
Fix/tweak pinned memory accounting (#13221)
* 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
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
rattus
b353a7c863
Integrate RAM cache with model RAM management (#13173)
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2026-03-27 21:34:16 -04:00
comfyanonymous
3a56201da5
Allow flux conditioning without a pooled output. (#13198) 2026-03-27 20:36:26 -04:00
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
Jukka Seppänen
404d7b9978
feat: Support Qwen3.5 text generation models (#12771) 2026-03-25 22:48:28 -04:00
Kohaku-Blueleaf
5ebb0c2e0b
FP8 bwd training (#13121)
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2026-03-24 20:39:04 -04:00
Jukka Seppänen
e87858e974
feat: LTX2: Support reference audio (ID-LoRA) (#13111) 2026-03-23 18:22:24 -04:00
Talmaj
d49420b3c7
LongCat-Image edit (#13003)
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2026-03-21 23:51:05 -04:00
rattus
25b6d1d629
wan: vae: Fix light/color change (#13101)
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There was an issue where the resample split was too early and dropped one
of the rolling convolutions a frame early. This is most noticable as a
lighting/color change between pixel frames 5->6 (latent 2->3), or as a
lighting change between the first and last frame in an FLF wan flow.
2026-03-21 18:44:35 -04:00
comfyanonymous
11c15d8832
Fix fp16 intermediates giving different results. (#13100) 2026-03-21 17:53:25 -04:00
comfyanonymous
b5d32e6ad2
Fix sampling issue with fp16 intermediates. (#13099) 2026-03-21 17:47:42 -04:00
Jedrzej Kosinski
87cda1fc25
Move inline comfy.context_windows imports to top-level in model_base.py (#13083)
The recent PR that added resize_cond_for_context_window methods to
model classes used inline 'import comfy.context_windows' in each
method body. This moves that import to the top-level import section,
replacing 4 duplicate inline imports with a single top-level one.
2026-03-20 20:03:42 -04:00
Yousef Rafat
553f71aa9e . 2026-03-20 20:47:28 +02:00
Yousef Rafat
739191df33 Merge branch 'seedvr2' of https://github.com/yousef-rafat/ComfyUI into seedvr2 2026-03-20 20:40:34 +02:00
Yousef Rafat
c6217aa799 output reshape 2026-03-20 20:40:24 +02:00
drozbay
589228e671
Add slice_cond and per-model context window cond resizing (#12645)
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* Add slice_cond and per-model context window cond resizing

* Fix cond_value.size() call in context window cond resizing

* Expose additional advanced inputs for ContextWindowsManualNode

Necessary for WanAnimate context windows workflow, which needs cond_retain_index_list = 0 to work properly with its reference input.

---------
2026-03-19 20:42:42 -07:00
rattus
f49856af57
ltx: vae: Fix missing init variable (#13074)
Forgot to push this ammendment. Previous test results apply to this.
2026-03-19 22:34:58 -04:00
rattus
82b868a45a
Fix VRAM leak in tiler fallback in video VAEs (#13073)
* sd: soft_empty_cache on tiler fallback

This doesnt cost a lot and creates the expected VRAM reduction in
resource monitors when you fallback to tiler.

* wan: vae: Don't recursion in local fns (move run_up)

Moved Decoder3d’s recursive run_up out of forward into a class
method to avoid nested closure self-reference cycles. This avoids
cyclic garbage that delays garbage of tensors which in turn delays
VRAM release before tiled fallback.

* ltx: vae: Don't recursion in local fns (move run_up)

Mov the recursive run_up out of forward into a class
method to avoid nested closure self-reference cycles. This avoids
cyclic garbage that delays garbage of tensors which in turn delays
VRAM release before tiled fallback.
2026-03-19 22:30:27 -04:00
Yousef R. Gamaleldin
3bd7d8b15d
Merge branch 'master' into seedvr2 2026-03-20 03:39:56 +02:00
Yousef Rafat
3b418dab2c ... 2026-03-19 21:32:23 +02:00
comfyanonymous
8458ae2686
Revert "fix: run text encoders on MPS GPU instead of CPU for Apple Silicon (#…" (#13070)
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This reverts commit b941913f1d.
2026-03-19 15:27:55 -04:00
Yousef Rafat
af6c5d6de9 tested with a modern version of comfyui 2026-03-19 21:09:11 +02:00
Jukka Seppänen
fd0261d2bc
Reduce tiled decode peak memory (#13050) 2026-03-19 13:29:34 -04:00
rattus
ab14541ef7
memory: Add more exclusion criteria to pinned read (#13067) 2026-03-19 10:03:20 -07:00
rattus
fabed694a2
ltx: vae: implement chunked encoder + CPU IO chunking (Big VRAM reductions) (#13062)
* ltx: vae: add cache state to downsample block

* ltx: vae: Add time stride awareness to causal_conv_3d

* ltx: vae: Automate truncation for encoder

Other VAEs just truncate without error. Do the same.

* sd/ltx: Make chunked_io a flag in its own right

Taking this bi-direcitonal, so make it a for-purpose named flag.

* ltx: vae: implement chunked encoder + CPU IO chunking

People are doing things with big frame counts in LTX including V2V
flows. Implement the time-chunked encoder to keep the VRAM down, with
the converse of the new CPU pre-allocation technique, where the chunks
are brought from the CPU JIT.

* ltx: vae-encode: round chunk sizes more strictly

Only powers of 2 and multiple of 8 are valid due to cache slicing.
2026-03-19 09:58:47 -07:00
Yousef Rafat
459150582e Merge branch 'seedvr2' of https://github.com/yousef-rafat/ComfyUI into seedvr2 2026-03-19 14:18:39 +02:00
Yousef Rafat
3d2c4d48cd . 2026-03-19 14:18:31 +02:00
Yousef R. Gamaleldin
a1257d0426
Merge branch 'master' into seedvr2 2026-03-19 14:16:59 +02:00