kijai
550af28f45
Merge branch 'master' into pixal3d
...
# Conflicts:
# comfy/sd.py
# comfy_extras/nodes_save_3d.py
2026-07-17 14:24:51 +03:00
comfyanonymous
71b73e3b2b
Speed up anima a bit. ( #14953 )
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2026-07-16 19:44:02 -07:00
彼彼
03978e1e81
[feat]Add JoyImageEdit native model support ( #14428 )
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2026-07-15 23:48:28 -04:00
comfyanonymous
c35a622acd
Fix hidream o1 regression. ( #14923 )
2026-07-13 12:52:28 -07:00
comfyanonymous
917faef771
Support PID 1.5 models. ( #14894 )
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2026-07-12 09:43:30 -07:00
comfyanonymous
69ea58697b
Try to fix flash attention related issue on AMD. ( #14880 )
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2026-07-11 17:16:40 -07:00
comfyanonymous
f3a36e7484
Temporarily disable auto enabling triton by default on AMD. ( #14878 )
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I get freezing issues on my test machine.
2026-07-10 18:37:59 -07:00
comfyanonymous
92ddf07ba1
Try to fix some issues with the seedvr VAE. ( #14877 )
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2026-07-10 19:54:28 -04:00
liminfei-amd
1377a2f729
Only auto-enable the ROCm comfy-kitchen Triton backend on matrix-core GPUs ( #14869 )
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#14862 auto-enables the comfy-kitchen Triton backend whenever torch.version.hip
is set and Triton >= 3.7. The INT8 matmul kernels compile tl.dot to matrix-core
instructions (WMMA on RDNA3+/gfx11xx-gfx12xx, MFMA on CDNA/gfx9xx); RDNA1/RDNA2
(gfx10xx) have neither, so the auto-enabled INT8 path hangs the GPU there
(reported on RDNA2 + triton-windows 3.7.1: native and custom-node INT8 freeze
until reset).
Gate the automatic ROCm default on GPU architecture as well as Triton version so
RDNA1/RDNA2 stay on the working eager fallback. Add --disable-triton-backend as
an explicit override; --enable-triton-backend still force-enables on any arch.
2026-07-10 03:31:20 -07:00
John Pollock
8e2e54e2b8
Add SeedVR2 support (CORE-6) ( #14424 )
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2026-07-10 15:07:42 +08:00
liminfei-amd
099522f85b
Enable comfy-kitchen Triton backend by default on ROCm/AMD ( #14862 )
...
On AMD/ROCm the CUDA backend is unavailable, so Triton is the only accelerated
comfy-kitchen backend. It was disabled by default (opt-in --enable-triton-backend),
leaving AMD on the slow eager path. Enable it by default when torch.version.hip is
set AND Triton is >= 3.7 -- older Triton lacks libdevice.rint on the HIP backend and
hard-crashes the INT8 path, so on Triton < 3.7 it stays disabled with a log line.
NVIDIA behavior is unchanged; the explicit --enable-triton-backend flag still works
as an override.
Fixes #14861
2026-07-09 23:11:52 -04:00
liminfei-amd
62e025a4f3
Fix FP8 activation quantization for >2D activations in mixed_precision_ops ( #14643 )
...
mixed_precision_ops.Linear.forward only quantized activations that were 2D, or
3D (reshaped to 2D). Inputs with rank >= 4 (e.g. Anima's MLP activations, which
are not reshaped to 3D the way the attention path is) fell through the
`input_reshaped.ndim == 2` guard and reached scaled_mm as bf16, silently
dispatching a bf16 kernel instead of FP8. Since MLP is roughly half the compute,
the FP8 speedup was far below expectation.
Generalize the existing 3D->2D reshape to any rank >= 3 (flatten the leading
dims, keep the contraction dim) and reshape the output back to the original
leading dims. 2D and 3D inputs are handled exactly as before; only rank >= 4
inputs change (now quantized instead of skipped). This matches the rank-agnostic
handling already used by the training path (flatten(0, -2) / unflatten).
Fixes #14595 .
2026-07-09 22:30:26 -04:00
comfyanonymous
b7a648ca20
Try to fix the model reloading issue some people have. ( #14822 )
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2026-07-09 16:39:01 -07:00
comfyanonymous
73e84d5ec8
Support convrot int4 models. ( #14859 )
...
linear_dtype in comfy_quant metadata can be used to set if the int4 op does
the matrix multiplication in int8 or int4, the default is int4 on GPUs that
support it with fallback to int8 for GPUs that don't.
2026-07-09 18:57:09 -04:00
Alexander Piskun
b35819712e
feat: allow --comfy-api-base target ephemeral testenvs ( #14569 )
...
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* 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 )
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2026-07-08 22:20:47 +08:00
comfyanonymous
ffbecfffb9
Fix crash when using UNetSelfAttentionMultiply ( #14823 )
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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
Alexis Rolland
4cf6a777f6
Merge branch 'master' into pixal3d
2026-07-05 15:41:54 +08:00
Silver
6c62ca0b6b
fix: error when embedding is loaded with models using llama_template ( #14744 )
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2026-07-04 17:06:09 +08:00
kijai
d635cc412d
Miscellanous cleanup
2026-07-02 16:34:16 +03:00
kijai
be67e2366d
Cleanup NAF
2026-07-02 11:24:16 +03:00
kijai
29e2118717
Minor cleanup
2026-07-02 10:23:17 +03:00
Jukka Seppänen
1a6d6b9961
Merge branch 'master' into pixal3d
2026-07-02 09:38:14 +03:00
kijai
2bbf53e8fc
Linting
2026-07-01 21:21:11 +03:00
Silver
2c935de1b1
Fix Qwen3-VL tokenizer crash with custom embeddings ( #14713 )
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2026-07-01 21:15:07 +03:00
kijai
f3c8db510f
Refactor NAF model usage
2026-07-01 01:36:14 +03:00
kijai
eec0692bcb
Cleanup model code
2026-07-01 00:25:01 +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
kijai
3aae4bf741
Optimize NAF memory use
2026-06-30 21:47:43 +03:00
kijai
f4b2173cf2
Simplify model detection
2026-06-30 20:15:46 +03:00
kijai
7e39dea988
Merge remote-tracking branch 'upstream/master' into pixal3d
2026-06-30 18:13:01 +03:00
comfyanonymous
79c555ce6b
Fix int8 mm being skipped on offloaded lora weights. ( #14669 )
2026-06-28 23:52:36 -04:00
kijai
022503dbc9
Merge remote-tracking branch 'origin/master' into pixal3d
2026-06-27 18:50:04 +03:00
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
kijai
36e8f62dd4
Cleanup VAE code some
2026-06-27 00:43:32 +03:00
kijai
1f7acd9354
Optimize VAE
2026-06-27 00:06:19 +03:00
kijai
a227b5529c
Remove preview
2026-06-27 00:06:03 +03:00
kijai
288f3cf134
Cleanup
2026-06-27 00:05:45 +03:00
kijai
7bd1fa6e78
Merge remote-tracking branch 'origin/master' into pixal3d
2026-06-26 16:38:24 +03:00
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 )
Detect Unreviewed Merge / detect (push) Waiting to run
Python Linting / Run Ruff (push) Waiting to run
Python Linting / Run Pylint (push) Waiting to run
Full Comfy CI Workflow Runs / test-stable (12.1, , linux, 3.10, [self-hosted Linux], stable) (push) Waiting to run
Full Comfy CI Workflow Runs / test-stable (12.1, , linux, 3.11, [self-hosted Linux], stable) (push) Waiting to run
Full Comfy CI Workflow Runs / test-stable (12.1, , linux, 3.12, [self-hosted Linux], stable) (push) Waiting to run
Full Comfy CI Workflow Runs / test-unix-nightly (12.1, , linux, 3.11, [self-hosted Linux], nightly) (push) Waiting to run
Execution Tests / test (ubuntu-latest) (push) Waiting to run
Execution Tests / test (macos-latest) (push) Waiting to run
Execution Tests / test (windows-latest) (push) Waiting to run
Test server launches without errors / test (push) Waiting to run
Unit Tests / test (macos-latest) (push) Waiting to run
Unit Tests / test (ubuntu-latest) (push) Waiting to run
Unit Tests / test (windows-2022) (push) Waiting to run
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
