CalamitousFelicitousness 48fad8524e feat(krea2): add Krea 2 (K2) image model support ...

Krea 2 is a 12.9B single-stream flow-matching DiT trained from scratch, using a Qwen3-VL-4B text encoder and the Qwen-Image VAE. The transformer is vendored as a diffusers ModelMixin whose module tree mirrors the checkpoint, so weights load with no key conversion; the pipeline ports the reference encode, flow-matching denoise, and VAE decode. The text encoder is shared at runtime via the existing dedup registry, so Base and Turbo reuse one Qwen3-VL-4B copy.

Covers text-to-image, image-to-image, native LoRA, and the single-file UNET override. Also completes SD.Next's partial Qwen-Image VAE support (5D decode input and TAESD preview mapping) that K2 shares.

2026-06-23 04:41:54 +01:00

..

anima

refactor(native-loader): replace required_markers with reactive fallback

2026-06-04 21:20:10 +01:00

bria

full codespell coverage

2026-06-04 12:36:10 +02:00

chroma

refactor(lora): centralize universal passthrough prefixes in the shared resolver

2026-06-14 18:22:41 +01:00

chrono

refactor(pipelines): move per-arch transformer specs into packages

2026-05-31 00:24:33 +01:00

cogview

refactor(pipelines): move per-arch transformer specs into packages

2026-05-31 00:24:33 +01:00

cosmos

update transformers/diffusers and enhanced tests

2026-06-12 15:15:16 +02:00

ernie

refactor(lora): centralize universal passthrough prefixes in the shared resolver

2026-06-14 18:22:41 +01:00

f_lite

feat(pipelines): wire native_spec for Qwen-Image and custom-class arches

2026-05-31 00:24:33 +01:00

flex2

PEP 484 pipelines directory

2026-03-25 16:56:41 -07:00

flux

refactor(lora): centralize universal passthrough prefixes in the shared resolver

2026-06-14 18:22:41 +01:00

flux2_klein

refactor(native-loader): replace required_markers with reactive fallback

2026-06-04 21:20:10 +01:00

glm

refactor(pipelines): move per-arch transformer specs into packages

2026-05-31 00:24:33 +01:00

hidream

full codespell coverage

2026-06-04 12:36:10 +02:00

hunyuandit

refactor(pipelines): move per-arch transformer specs into packages

2026-05-31 00:24:33 +01:00

hyimage

refactor(pipelines): move per-arch transformer specs into packages

2026-05-31 00:24:33 +01:00

ideogram

add ideogram prequant and set default schedule

2026-06-08 17:20:12 +02:00

joy

refactor(pipelines): move per-arch transformer specs into packages

2026-05-31 00:24:33 +01:00

kandinsky3

refactor(pipelines): split kandinsky into kandinsky3 and kandinsky5

2026-05-31 00:24:33 +01:00

kandinsky5

refactor(pipelines): split kandinsky into kandinsky3 and kandinsky5

2026-05-31 00:24:33 +01:00

krea2

feat(krea2): add Krea 2 (K2) image model support

2026-06-23 04:41:54 +01:00

lens

feat(pipelines): wire native_spec for Qwen-Image and custom-class arches

2026-05-31 00:24:33 +01:00

longcat

refactor(pipelines): move per-arch transformer specs into packages

2026-05-31 00:24:33 +01:00

lumina_dimmo

schedulers remove false positives

2026-06-08 09:14:48 +02:00

meissonic

refactor for consistent folders usage for all models

2026-06-08 08:24:21 +02:00

nucleus

refactor(pipelines): move per-arch transformer specs into packages

2026-05-31 00:24:33 +01:00

omnigen2

strict ruff without exclude

2026-05-11 08:36:49 +02:00

ovis

refactor(pipelines): move per-arch transformer specs into packages

2026-05-31 00:24:33 +01:00

pixart

refactor(pipelines): move per-arch transformer specs into packages

2026-05-31 00:24:33 +01:00

prx

refactor(pipelines): move per-arch transformer specs into packages

2026-05-31 00:24:33 +01:00

qwen

docs: cleanup

2026-05-31 00:24:33 +01:00

segmoe

refactor for consistent folders usage for all models

2026-06-08 08:24:21 +02:00

step1x

feat(pipelines): wire native_spec for Qwen-Image and custom-class arches

2026-05-31 00:24:33 +01:00

ultraflux

full codespell coverage

2026-06-04 12:36:10 +02:00

vibe

full codespell coverage

2026-06-04 12:36:10 +02:00

wan

PEP 484 pipelines directory

2026-03-25 16:56:41 -07:00

xomni

refactor for consistent folders usage for all models

2026-06-08 08:24:21 +02:00

z_image

refactor(lora): centralize universal passthrough prefixes in the shared resolver

2026-06-14 18:22:41 +01:00

zetachroma

ai-agents

2026-04-12 18:54:22 +02:00

generic_shared.py

feat(krea2): add Krea 2 (K2) image model support

2026-06-23 04:41:54 +01:00

generic_test.py

automated pipeline registrations and tests

2026-06-04 10:18:09 +02:00

generic_text_encoder.py

add force dtype on load

2026-06-20 09:38:50 +02:00

generic_transformer.py

add force dtype on load

2026-06-20 09:38:50 +02:00

generic_util.py

automated pipeline registrations and tests

2026-06-04 10:18:09 +02:00

generic_vae.py

fix: mutable default arguments + wrong cfg var gating eva_clip text checkpoint download

2026-06-12 05:08:03 -04:00

generic.py

automated pipeline registrations and tests

2026-06-04 10:18:09 +02:00

model_anima.py

refactor for consistent folders usage for all models

2026-06-08 08:24:21 +02:00

model_auraflow.py

enhance automated testing

2026-06-03 09:27:34 +02:00

model_bria.py

automated pipeline registrations and tests

2026-06-04 10:18:09 +02:00

model_chroma.py

enhance automated testing

2026-06-03 09:27:34 +02:00

model_chrono.py

enhance automated testing

2026-06-03 09:27:34 +02:00

model_cogview.py

enhance automated testing

2026-06-03 09:27:34 +02:00

model_cosmos.py

update transformers/diffusers and enhanced tests

2026-06-12 15:15:16 +02:00

model_ernie.py

enhance automated testing

2026-06-03 09:27:34 +02:00

model_flex.py

automated pipeline registrations and tests

2026-06-04 10:18:09 +02:00

model_flite.py

automated pipeline registrations and tests

2026-06-04 10:18:09 +02:00

model_flux2_klein.py

enhance automated testing

2026-06-03 09:27:34 +02:00

model_flux2.py

enhance automated testing

2026-06-03 09:27:34 +02:00

model_flux.py

enhance automated testing

2026-06-03 09:27:34 +02:00

model_glm.py

enhance automated testing

2026-06-03 09:27:34 +02:00

model_google.py

lint: fix RUF013 implicit Optional in model_google and eva_clip factory

2026-06-12 05:41:52 -04:00

model_hidream.py

automated pipeline registrations and tests

2026-06-04 10:18:09 +02:00

model_hunyuandit.py

enhance automated testing

2026-06-03 09:27:34 +02:00

model_hyimage.py

fix: dead hasattr-on-dict path, double video-vae normalization, undefined self.device, hyimage if/elif, attention-mask attr typo, wrong face logged

2026-06-12 13:00:57 -04:00

model_ideogram4.py

logical-vs-physical param count

2026-06-08 12:03:37 +02:00

model_instaflow.py

automated pipeline registrations and tests

2026-06-04 10:18:09 +02:00

model_joy.py

enhance automated testing

2026-06-03 09:27:34 +02:00

model_kandinsky.py

enhance automated testing

2026-06-03 09:27:34 +02:00

model_kolors.py

enhance automated testing

2026-06-03 09:27:34 +02:00

model_krea2.py

feat(krea2): add Krea 2 (K2) image model support

2026-06-23 04:41:54 +01:00

model_lens.py

automated pipeline registrations and tests

2026-06-04 10:18:09 +02:00

model_longcat.py

enhance automated testing

2026-06-03 09:27:34 +02:00

model_lumina.py

refactor for consistent folders usage for all models

2026-06-08 08:24:21 +02:00

model_meissonic.py

refactor for consistent folders usage for all models

2026-06-08 08:24:21 +02:00

model_nextstep.py

enhance automated testing

2026-06-03 09:27:34 +02:00

model_nucleus.py

enhance automated testing

2026-06-03 09:27:34 +02:00

model_omnigen.py

refactor for consistent folders usage for all models

2026-06-08 08:24:21 +02:00

model_ovis.py

enhance automated testing

2026-06-03 09:27:34 +02:00

model_pixart.py

fixes based on full skills run

2026-06-04 11:10:26 +02:00

model_prx.py

enhance automated testing

2026-06-03 09:27:34 +02:00

model_qwen.py

enhance automated testing

2026-06-03 09:27:34 +02:00

model_sana.py

refactor for consistent folders usage for all models

2026-06-08 08:24:21 +02:00

model_sd3.py

enhance automated testing

2026-06-03 09:27:34 +02:00

model_sdxs.py

lint fix

2026-06-04 11:37:44 +02:00

model_segmoe.py

automated pipeline registrations and tests

2026-06-04 10:18:09 +02:00

model_stablecascade.py

refactor for consistent folders usage for all models

2026-06-08 08:24:21 +02:00

model_step1x_edit.py

automated pipeline registrations and tests

2026-06-04 10:18:09 +02:00

model_ultraflux.py

refactor for consistent folders usage for all models

2026-06-08 08:24:21 +02:00

model_vibe.py

automated pipeline registrations and tests

2026-06-04 10:18:09 +02:00

model_wanai.py

enhance automated testing

2026-06-03 09:27:34 +02:00

model_xomni.py

refactor for consistent folders usage for all models

2026-06-08 08:24:21 +02:00

model_z_image.py

refactor for consistent folders usage for all models

2026-06-08 08:24:21 +02:00

model_zetachroma.py

automated pipeline registrations and tests

2026-06-04 10:18:09 +02:00

native_transformer.py

docs(native-loader): document shape-mismatch override behavior

2026-06-05 20:08:43 +01:00