azazeal04
801243b73c
Merge branch 'master' into master
2026-04-25 13:14:31 +02:00
Jukka Seppänen
084e08c6e2
Disable sageattention for SAM3 ( #13529 )
...
Causes Nans
2026-04-23 11:14:42 -07:00
Jukka Seppänen
749d5b4e8d
feat: SAM (segment anything) 3.1 support (CORE-34) ( #13408 )
2026-04-23 00:07:43 -04:00
rattus
ec4b1659ab
ModelPatcherDynamic: force cast stray weights on comfy layers ( #13487 )
...
the mixed_precision ops can have input_scale parameters that are used
in tensor math but arent a weight or bias so dont get proper VRAM
management. Treat these as force-castable parameters like the non comfy
weight, random params are buffers already are.
2026-04-22 18:13:38 -04:00
blepping
9949c19c63
Derive InterruptProcessingException from BaseException ( #13523 )
2026-04-22 18:08:19 -04:00
Octopus
cc6f9500a1
fix: use Parameter assignment for Stable_Zero123 cc_projection weights ( fixes #13492 ) ( #13518 )
...
On Windows with aimdo enabled, disable_weight_init.Linear uses lazy
initialization that sets weight and bias to None to avoid unnecessary
memory allocation. This caused a crash when copy_() was called on the
None weight attribute in Stable_Zero123.__init__.
Replace copy_() with direct torch.nn.Parameter assignment, which works
correctly on both Windows (aimdo enabled) and other platforms.
2026-04-22 15:05:43 -07:00
Jukka Seppänen
eb22225387
Support standalone LTXV audio VAEs ( #13499 )
2026-04-21 10:46:37 -07:00
comfyanonymous
ad94d47221
Make the ltx audio vae more native. ( #13486 )
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2026-04-21 11:02:42 -04:00
azazeal04
c232e313f8
Merge branch 'master' into master
2026-04-21 07:41:31 +02:00
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
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
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
azazeal04
49fef1697c
Replace empty tensor initialization with zeros
2026-04-04 20:21:27 +02:00
azazeal04
5d119f0532
Implement allow_fp16 configuration in model detection
...
Add logic to set allow_fp16 based on weight standard deviation
2026-04-04 20:09:10 +02:00
azazeal04
b2e08bb963
Avoid overwriting existing keys in state_dict
...
Prevent overwriting existing keys when mapping t_embedder_2 keys to t_embedder.
2026-04-04 20:05:17 +02:00
azazeal04
6965b83a2a
Fix condition and update transformer_options handling
2026-04-04 19:57:37 +02:00
azazeal04
479536e34d
Prevent overwriting existing keys in state_dict
...
Ensure new key is added only if it doesn't exist.
2026-04-04 19:45:05 +02:00
azazeal04
a73ac772b5
Fix key mapping for t_embedder compatibility
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Ensure compatibility by mapping keys for t_embedder.
2026-04-04 19:42:55 +02:00
azazeal04
5f041f4e5e
Refactor time embedding and projection layers
2026-04-04 19:38:55 +02:00
azazeal04
de2ff57f3c
Implement _compute_twinflow_adaln method
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Added a method to compute TwinFlow adaLN input with delta-time conditioning.
2026-04-04 18:49:19 +02:00
azazeal04
4fe75dcce8
Add configuration for TwinFlow-Z-Image model
2026-04-04 17:23:46 +02:00
azazeal04
fec629ba3d
Implement twinflow_z_image function
2026-04-04 16:09:22 +02:00
azazeal04
e978c61a79
Implement twinflow_z_image_key_mapping function
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Add twinflow_z_image_key_mapping function for key mapping.
2026-04-04 16:06:41 +02:00
azazeal04
b76510b549
Add TwinFlow_Z_Image model to supported models
2026-04-04 16:03:52 +02:00
azazeal04
dc413071ff
Add functions to check and extract TwinFlow-Z-Image config
2026-04-04 15:59:50 +02:00
azazeal04
84c983a779
Add detection for TwinFlow-Z-Image checkpoints
2026-04-04 15:57:19 +02:00
azazeal04
21ed4a2242
Add TwinFlow_Z_Image class to model_base.py
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Added TwinFlow_Z_Image class for new model integration.
2026-04-04 15:55:09 +02:00
azazeal04
02b5222dcc
Add twinflow_z_image_lora_to_diffusers function
2026-04-04 15:51:35 +02:00
azazeal04
00c4e72a97
Implement TwinFlow-Z-Image LoRA compatibility
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Add compatibility for TwinFlow-Z-Image LoRAs to target t_embedder_2.* keys.
2026-04-04 15:49:32 +02:00
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 )
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* 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
