Yousef R. Gamaleldin
32e2fa9630
Merge branch 'master' into trellis2
2026-05-20 10:56:30 +03:00
yy
626b082838
Fix typo in ops.py ( #11925 )
2026-05-20 05:45:04 +08:00
comfyanonymous
a4382e056e
Use temporal downscale to make empty audio latent nodes more reusable. ( #13975 )
2026-05-19 00:14:30 -04:00
comfyanonymous
990a7ae7f2
Initial work to make downscale_ratio_temporal work. ( #13972 )
2026-05-18 23:01:43 -04:00
Yousef R. Gamaleldin
187e5237e1
Fix BiRefNet issue ( #13966 )
2026-05-19 05:03:22 +08:00
Yousef Rafat
faeb47b3c8
bug fix in fill_holes
2026-05-18 23:15:00 +03:00
rattus
16f862f02a
implement dynamic clip saving ( #13959 )
...
Fix clip saving by doing the same patching process and diffusion
models.
2026-05-18 11:46:40 -07:00
Jukka Seppänen
971c9e3518
HiDream-O1: support area conditioning ( #13944 )
2026-05-18 01:17:05 -04:00
Jukka Seppänen
b39af210d0
Fix Qwen3.5 text generation with multiple input images ( #13943 )
2026-05-18 01:16:42 -04:00
comfyanonymous
f48d2a017e
Log which quant ops are enabled/emulated. ( #13946 )
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2026-05-17 16:30:54 -04:00
Alexis Rolland
9bcb4d2dbf
Merge branch 'master' into trellis2
2026-05-17 20:49:15 +08:00
Yousef Rafat
178e859b1b
remake
2026-05-16 19:49:51 +03:00
drozbay
d3607a8e6d
feat: Add downscaled IC-LoRA support to LTXVAddGuide (CORE-102) ( #13896 )
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2026-05-16 15:02:57 +08:00
comfyanonymous
5d5a4554e1
Remove useless option and clarify what lowvram does. ( #13922 )
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2026-05-15 17:59:02 -07:00
Yousef Rafat
ca7fe65e7e
updates
2026-05-16 01:00:55 +03:00
Jukka Seppänen
33ce449c8b
Reduce LTX2.3 peak VRAM when guide_mask is in use (CORE-166) ( #13735 )
...
- Reduce peak VRAM by handling self_attn_mask more efficiently
- Fallback to SDPA when self_attention_mask is used
2026-05-16 00:02:27 +03:00
Jukka Seppänen
77e2ed5e01
feat: Support MoGe (CORE-168) ( #13878 )
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2026-05-15 10:34:56 +08:00
Yousef Rafat
0bae96f2dd
package the trellis2 resolution
...
instead of taking it as an input from the user
2026-05-14 21:42:52 +03:00
Yousef Rafat
0743ffb1be
renaming
2026-05-14 20:30:14 +03:00
Yousef R. Gamaleldin
47ce08b67d
Merge branch 'master' into trellis2
2026-05-14 14:52:16 +03:00
Talmaj
74c17a25e5
Fix void failing with RuntimeError: start (0) + length (464) exceeds dimension size (461). ( #13873 )
2026-05-13 12:37:30 -07:00
comfyanonymous
2bd65f2091
Better Hidream O1 mem usage factor for non dynamic vram. ( #13864 )
2026-05-12 20:55:38 -07:00
comfyanonymous
0155ddcbe3
Fix dtype issue with hidream o1 ( #13849 )
2026-05-11 20:53:13 -07:00
Jukka Seppänen
8e53f001a4
feat: Support HiDream-O1-Image (CORE-187) ( #13817 )
...
* Initial HiDream01-image support
* Cleanup nodes
* Cleaner handling of empty placeholder models
* Remove snap_to_predefined, prefer tooltip for the trained resolutions
* Add model and block wrappers
* Fix shift tooltip
* Add node to work around the patch tile issue
Experimental, runs multiple passes with the patch grid offset and blends with various different methods.
* Qwen35 vision rotary_pos_emb cast fix
* Fix embedding layout type
* Some small optimizations
* Cleanup, don't need this fallback
* Prefix KV cache, cleanup
Bit of speed, reduce redundant code
* Get rid of redundant custom sampler, refactor noise scaling
Our existing lcm sampler is mathematically same, just added the missing options to it instead and a node to control them. Refactored the noise scaling and fix it for the stochastic samplers, add a generic node to control the initial noise scale.
* Update nodes_hidream_o1.py
* Fix some cache validation cases
* Keep existing sampling params
* Remove redundant video vision path
* Replace some numpy ops with torch
* Fx RoPE index for batch size > 1
* Prefer torch preprocessing
* Rename block_type to be compatible with existing patch nodes
* Fixes and tweaks
2026-05-11 20:35:53 -07:00
comfyanonymous
0a7d2ffd68
Support anima TE lora kohya format. ( #13847 )
2026-05-11 20:01:52 -07:00
rattus
20e439419c
model_patcher: Fix safetensors saving of fp8 ( #13835 )
...
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This was missing proper weight scale casting in the saving path.
2026-05-11 12:48:10 -07:00
box4wangjing
f505cb4070
chore: remove extra word in comment ( #13826 )
2026-05-11 11:05:09 +08:00
Jukka Seppänen
3200f28e3a
Support Wan-Dancer ( #13813 )
...
* initial WanDancer support
* nodes_wandancer: Add list form of chunker.
Create an alternate list form of the node so the chunk gens can be
trivially looped by the comfy executor.
* Closer match to original soxr resampling
* Remove librosa node
* Cleanup
---------
Co-authored-by: Rattus <rattus128@gmail.com>
2026-05-09 14:02:56 -07:00
comfyanonymous
66669b2ded
I don't think there was any because nobody complained. ( #13807 )
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2026-05-08 17:32:14 -07:00
Yousef Rafat
96d0cfe0d7
.
2026-05-08 20:02:09 +03:00
Yousef Rafat
9d0f678f6f
removing seeds from node display
2026-05-08 19:03:06 +03:00
Alexis Rolland
c5ecd231a2
fix: Fix bug when mask not on same device (CORE-181) ( #13801 )
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2026-05-08 23:06:29 +08:00
Yousef R. Gamaleldin
2727c4a48c
Merge branch 'master' into trellis2
2026-05-08 14:50:49 +03:00
Yousef R. Gamaleldin
d3c18c1636
Add support for BiRefNet background remove model (CORE-46) ( #12747 )
2026-05-08 17:59:24 +08:00
omahs
bac6fc35fb
Fix typos ( #10986 )
2026-05-08 17:14:45 +08:00
Talmaj
ef8f25601a
Add I2V for causal forcing model. ( #13719 )
2026-05-07 18:38:36 -07:00
Jukka Seppänen
8dc3f3f209
Improve SAM3 large input handling ( #13767 )
2026-05-07 17:18:28 -07:00
Yousef Rafat
e180d4ad79
simplify and optimize model.forward
2026-05-07 18:47:03 +03:00
Jukka Seppänen
cd8c7a2306
Throttle dynamic VRAM prepare logging ( #13704 )
2026-05-07 10:41:13 +08:00
Talmaj
78b3096bf3
Void model - pass 1 & 2 (CORE-38) ( #13403 )
2026-05-05 19:59:04 -07:00
drozbay
e5369c0eec
feat: Context windows - add causal_window_fix to improve blending of context windows (CORE-100) ( #13563 )
...
* Context windows: add causal_window_fix toggle
* Fix slice_cond to correctly handle causal anchor index for temporal offsets
2026-05-05 16:40:53 -07:00
drozbay
1655f8089a
Add temporal_downscale_ratio to LatentFormat ( #13702 )
...
Co-authored-by: ozbayb <17261091+ozbayb@users.noreply.github.com>
Co-authored-by: Alexis Rolland <alexisrolland@hotmail.com>
Co-authored-by: Jukka Seppänen <40791699+kijai@users.noreply.github.com>
Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com>
2026-05-05 16:30:00 -07:00
Yousef R. Gamaleldin
81ed835ffb
Merge branch 'master' into trellis2
2026-05-05 23:20:05 +03:00
Talmaj
fed8d5efa6
feat: Auto-regressive video generation (CORE-25) ( #13082 )
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2026-05-04 21:01:22 -07:00
Jedrzej Kosinski
e758594e3b
Add deploy environment header (Comfy-Env) to partner node API calls ( #13425 )
2026-05-04 20:17:56 -07:00
Jedrzej Kosinski
ae457da84b
feat: add generic --feature-flag CLI arg and --list-feature-flags registry ( #13685 )
2026-05-04 19:50:26 -07:00
rattus
1265955b34
ops: handle multi-compute of the same weight ( #13705 )
...
If the same weight is used multiple times within the same prefetch
window, it should only apply compute state mutations once. Mark the
weight as fully resident on the first pass accordingly.
2026-05-04 16:40:57 -07:00
rattus
1ac78180b3
make control-net load order deterministic ( #13701 )
...
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Make this deterministic so speeds dont change base of load order. Load
them in reverse order so whatever the caller lists first is the top
priority.
2026-05-04 12:58:06 -07:00
rattus
c47633f3be
prefetch: guard against no offload ( #13703 )
...
cast_ will return no stream if there is no work to do. guard against
this is the consume logic.
2026-05-04 12:56:05 -07:00
Silver
b138133ffa
Enable triton comfy kitchen via cli-arg ( #12730 )
2026-05-03 14:07:21 -04:00
