3 people c69ed4037d [feat] Support prompt embedding caching for diffusion model (#2962) ...

Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Co-authored-by: Samit <285365963@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>

2026-05-29 15:36:03 +08:00

..

audiox

[Diffusion] [Model] Support AudioX (#2077)

2026-05-04 10:24:35 -04:00

bagel

[Bugfix/Feature] Remove Hardcoded Flash Attention in Bagel & Support GQA in SDPA Backend (#3728)

2026-05-29 10:36:15 +08:00

cosyvoice3_audio

[Cleanup] Extract shared SinusPositionEmbedding/DiTTimestepEmbedding/timestep_embedding layer (#3285)

2026-05-01 20:19:42 +08:00

diffusers_adapter

[BugFix] Rename attention_config to diffusion_attention_config (#3489)

2026-05-11 11:27:35 +08:00

dmd2

enhancement: extend to dmd2 to image generation + add flux, qwen image pipelines (#2974)

2026-05-08 21:37:57 +08:00

dreamid_omni

[feat] Support prompt embedding caching for diffusion model (#2962)

2026-05-29 15:36:03 +08:00

ernie_image

[Diffusion] Unify diffusion request identity on request_id (#3744)

2026-05-28 14:56:56 +08:00

flux

enhancement: extend to dmd2 to image generation + add flux, qwen image pipelines (#2974)

2026-05-08 21:37:57 +08:00

flux2

[Feature] support SP for FLUX.2-dev (#3244)

2026-05-27 20:43:02 +08:00

flux2_klein

Reject non-positive Flux2 Klein inference steps (#3717)

2026-05-19 11:52:41 +08:00

glm_image

[AutoRound] Support GLM-Image W4A16 quantization model (#3059)

2026-05-28 07:19:06 +00:00

helios

（Phase 2）Add ModelOpt mixed FP8/NVFP4 support for image generation (#3570)

2026-05-22 10:39:10 +08:00

hidream_image

[feature]: support Hidream-I1-Full model (#2572)

2026-05-22 15:23:03 +08:00

hunyuan_image3

[Bugfix]Fix Hunyuan Image3 denoise flow alignment (#3857)

2026-05-27 19:18:01 +08:00

hunyuan_video

[CI] Add HunyuanVideo 1.5 X2V accuracy tests (#3852)

2026-05-28 11:09:45 +08:00

internvla_a1

[Model] Add InternVLA-A1 offline inference support (#2737)

2026-04-27 02:28:07 -07:00

longcat_image

[Feat] Enable Layerwise CPU offloading for SD3.5, Ovis-Image, Nextstep_1, LongCat-Image (#2339)

2026-04-08 09:55:09 +08:00

ltx2

[Feature] Add cfg-parallel for LTX-2.3 (#3905)

2026-05-28 04:36:33 +00:00

magi_human

[feat] Support prompt embedding caching for diffusion model (#2962)

2026-05-29 15:36:03 +08:00

mammoth_moda2

Add supports_float64() to OmniPlatform and clean up MPS (#2488)

2026-04-07 11:15:02 +08:00

ming_flash_omni

[Model] Add Ming-flash-omni-2.0 Image Generation (Diffusion) Stage (#2875)

2026-05-27 23:21:20 +08:00

mistral_encoder

[Model] Add TP-aware MistralEncoder for FLUX.2-dev TP (#2465)

2026-05-13 12:33:55 -07:00

nextstep_1_1

[Cleanup] Extract shared SinusPositionEmbedding/DiTTimestepEmbedding/timestep_embedding layer (#3285)

2026-05-01 20:19:42 +08:00

omnigen2

[Bugfix] fix OmniGen2 offload and dtype mismatch (#2560)

2026-05-09 09:13:37 +08:00

omnivoice

[Refactor] Migrate and clean up TTS configs: CosyVoice3, OmniVoice, VoxCPM (#3338)

2026-05-17 07:32:34 +08:00

ovis_image

Fix Ovis image text encoder dtype (#3876)

2026-05-28 08:21:37 +08:00

qwen_image

[Feat] opt qwen image model load use ColumnParallelLinear replace ReplicatedLinear (#3875)

2026-05-27 09:02:17 +00:00

schedulers

enhancement: extend to dmd2 to image generation + add flux, qwen image pipelines (#2974)

2026-05-08 21:37:57 +08:00

sd3

[Bugfix] Fix Dtype Crashes in SD3 (#2526)

2026-05-08 16:05:38 +08:00

sensenova_u1

[Bugfix] Fix SenseNova U1 broken import after SupportsModuleOffload (#3691)

2026-05-18 21:12:46 +08:00

stable_audio

[Bugfix][StableAudio] Pass model_class_name to Omni() and declare audio class attrs (#3405)

2026-05-09 06:40:43 +08:00

t5_encoder

[Bugfix] T5 text encoder to render correct text in FLUX.1-dev (#2760)

2026-04-24 18:01:52 +08:00

wan2_2

[AutoRound] Support WAN2.2 W4A16 quantization model (#3353)

2026-05-21 17:54:41 +08:00

z_image

[Model] Add Ming-flash-omni-2.0 Image Generation (Diffusion) Stage (#2875)

2026-05-27 23:21:20 +08:00

__init__.py

[Bugfix] Remove mandatory flash-attn dependency and optimzie docs (#113)

2025-11-30 18:20:44 +08:00

interface.py

[Refactor] Rename SupportsModuleOffload to SupportsComponentDiscovery (#3354)

2026-05-08 14:16:49 +00:00

progress_bar.py

[UX] Add progress bar for diffusion models (#1652)

2026-03-05 23:56:14 +08:00

utils.py

[Quantization] Redo Z-Image text encoder FP8 online quantization (#3279)

2026-05-06 16:37:36 +00:00