ComfyUI/comfy/ldm
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
..
ace Support Ace Step 1.5 XL model. (#13317) 2026-04-07 03:13:47 -04:00
anima
audio
aura
cascade cascade: remove dead weight init code (#13026) 2026-03-17 20:59:10 -04:00
chroma
chroma_radiance
cogvideo Cogvideox (#13402) 2026-04-29 19:30:08 -04:00
cosmos
ernie Some optimizations to make Ernie inference a bit faster. (#13472) 2026-04-18 23:02:29 -04:00
flux Add a supports_fp64 function. (#13368) 2026-04-11 21:06:36 -04:00
genmo
hidream
hidream_o1 feat: Support HiDream-O1-Image (CORE-187) (#13817) 2026-05-11 20:35:53 -07:00
hunyuan3d
hunyuan3dv2_1
hunyuan_video
hydit
kandinsky5
lightricks Implement block prefetch + Lora Async load + and adopt in LTX (Speedup!) (CORE-111) (#13618) 2026-05-02 19:23:24 -04:00
lumina
mmaudio/vae
models Add support for small flux.2 decoder (#13314) 2026-04-07 03:44:18 -04:00
modules Fix typos (#10986) 2026-05-08 17:14:45 +08:00
omnigen
pixart
qwen_image
rt_detr CORE-13 feat: Support RT-DETRv4 detection model (#12748) 2026-03-28 23:34:10 -04:00
sam3 Improve SAM3 large input handling (#13767) 2026-05-07 17:18:28 -07:00
supir feat: SUPIR model support (CORE-17) (#13250) 2026-04-18 23:02:01 -04:00
wan Support Wan-Dancer (#13813) 2026-05-09 14:02:56 -07:00
common_dit.py
util.py