da681f00bf
Add optional lora_metadata parameter to load_lora_for_models
2026-05-19 12:19:15 +02:00
70f86cacf8
Merge branch 'Comfy-Org:master' into master
2026-05-19 12:01:33 +02:00
a4382e056e
Use temporal downscale to make empty audio latent nodes more reusable. ( #13975 )
2026-05-19 00:14:30 -04:00
990a7ae7f2
Initial work to make downscale_ratio_temporal work. ( #13972 )
2026-05-18 23:01:43 -04:00
187e5237e1
Fix BiRefNet issue ( #13966 )
2026-05-19 05:03:22 +08:00
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
971c9e3518
HiDream-O1: support area conditioning ( #13944 )
2026-05-18 01:17:05 -04:00
b39af210d0
Fix Qwen3.5 text generation with multiple input images ( #13943 )
2026-05-18 01:16:42 -04:00
f48d2a017e
Log which quant ops are enabled/emulated. ( #13946 )
2026-05-17 16:30:54 -04:00
66e721b1bc
Merge branch 'master' into master
2026-05-17 12:01:45 +02:00
d3607a8e6d
feat: Add downscaled IC-LoRA support to LTXVAddGuide (CORE-102) ( #13896 )
2026-05-16 15:02:57 +08:00
5d5a4554e1
Remove useless option and clarify what lowvram does. ( #13922 )
2026-05-15 17:59:02 -07:00
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
5706467324
Merge branch 'Comfy-Org:master' into master
2026-05-15 14:19:27 +02:00
77e2ed5e01
feat: Support MoGe (CORE-168) ( #13878 )
2026-05-15 10:34:56 +08:00
2b3af81c58
Merge branch 'Comfy-Org:master' into master
2026-05-14 01:23:32 +02:00
74c17a25e5
Fix void failing with RuntimeError: start (0) + length (464) exceeds dimension size (461). ( #13873 )
2026-05-13 12:37:30 -07:00
e2cb5fe4d6
Merge branch 'Comfy-Org:master' into master
2026-05-13 16:04:03 +02:00
2bd65f2091
Better Hidream O1 mem usage factor for non dynamic vram. ( #13864 )
2026-05-12 20:55:38 -07:00
bb1bd52c92
Merge branch 'Comfy-Org:master' into master
2026-05-12 11:45:43 +02:00
0155ddcbe3
Fix dtype issue with hidream o1 ( #13849 )
2026-05-11 20:53:13 -07:00
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
0a7d2ffd68
Support anima TE lora kohya format. ( #13847 )
2026-05-11 20:01:52 -07:00
20e439419c
model_patcher: Fix safetensors saving of fp8 ( #13835 )
...
This was missing proper weight scale casting in the saving path.
2026-05-11 12:48:10 -07:00
3296060404
Merge branch 'Comfy-Org:master' into master
2026-05-11 13:16:32 +02:00
f505cb4070
chore: remove extra word in comment ( #13826 )
2026-05-11 11:05:09 +08:00
9eabd2607a
Merge branch 'Comfy-Org:master' into master
2026-05-10 16:28:02 +02:00
3200f28e3a
Support Wan-Dancer ( #13813 )
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* 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
6145c9d507
Merge branch 'Comfy-Org:master' into master
2026-05-09 14:01:53 +02:00
66669b2ded
I don't think there was any because nobody complained. ( #13807 )
2026-05-08 17:32:14 -07:00
c5ecd231a2
fix: Fix bug when mask not on same device (CORE-181) ( #13801 )
2026-05-08 23:06:29 +08:00
d3c18c1636
Add support for BiRefNet background remove model (CORE-46) ( #12747 )
2026-05-08 17:59:24 +08:00
20493dafc2
Merge branch 'Comfy-Org:master' into master
2026-05-08 11:19:31 +02:00
bac6fc35fb
Fix typos ( #10986 )
2026-05-08 17:14:45 +08:00
ef8f25601a
Add I2V for causal forcing model. ( #13719 )
2026-05-07 18:38:36 -07:00
8dc3f3f209
Improve SAM3 large input handling ( #13767 )
2026-05-07 17:18:28 -07:00
cd8c7a2306
Throttle dynamic VRAM prepare logging ( #13704 )
2026-05-07 10:41:13 +08:00
512e7767e8
Merge branch 'Comfy-Org:master' into master
2026-05-06 15:16:22 +02:00
78b3096bf3
Void model - pass 1 & 2 (CORE-38) ( #13403 )
2026-05-05 19:59:04 -07:00
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
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
fc06fb6cd9
Merge branch 'Comfy-Org:master' into master
2026-05-05 12:23:51 +02:00
fed8d5efa6
feat: Auto-regressive video generation (CORE-25) ( #13082 )
2026-05-04 21:01:22 -07:00
e758594e3b
Add deploy environment header (Comfy-Env) to partner node API calls ( #13425 )
2026-05-04 20:17:56 -07:00
ae457da84b
feat: add generic --feature-flag CLI arg and --list-feature-flags registry ( #13685 )
2026-05-04 19:50:26 -07:00
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
1ac78180b3
make control-net load order deterministic ( #13701 )
...
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
3e499174dc
Merge branch 'Comfy-Org:master' into master
2026-05-04 21:56:22 +02:00
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
b138133ffa
Enable triton comfy kitchen via cli-arg ( #12730 )
2026-05-03 14:07:21 -04:00
azazeal04
comfyanonymous
Yousef R. Gamaleldin
rattus
Jukka Seppänen
drozbay
Talmaj
box4wangjing
Alexis Rolland
omahs
Jedrzej Kosinski
Silver