Isotr0py a04b95bf6b Address review: tuple image input, NPU index_select rope, per-key decode graph ownership ...

- Normalize tuple image inputs in pre_process_func (empty tuple -> T2I path)
- Use torch.index_select in QwenImage21Rope for NPU compatibility (#6320 style)
- Refuse concurrent aliasing of shared decode-graph prefix KV entries: track a
  single live owner per key, non-owners fall back to eager decode

2026-09-21 08:36:28 +00:00

..

anima

[Model] Add circlestone-labs/Anima (#4083)

2026-09-19 16:16:38 +00:00

auk

[Model] Add Tencent AuK speech generation and editing (encoder + diffusion pipeline) (#7385)

2026-09-11 20:09:58 +00:00

bagel

[Refactor][Diffusion] Move single-model layers into their model directories (#5908)

2026-09-20 18:19:24 +08:00

boogu_image

[Model] Add online FP8 support for Boogu-Image MLLM (#7342)

2026-09-21 05:13:37 +00:00

cosmos3

[Perf][Cosmos3] Add SeaCache support for Cosmos3 (#6922)

2026-09-15 14:57:15 -07:00

cosyvoice3_audio

Optimize CosyVoice3 Stage1 flow batching (#4876)

2026-09-12 20:31:49 +08:00

diffusers_adapter

[diffusion][feature] Add component-selective offload policies (#5929)

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

dmd2

[Refactor] Unify the LTX-2 and LTX-2.3 pipeline runtime (#5147)

2026-07-20 20:02:30 +08:00

dreamzero

[XPU][Bugfix] Make AR-Diffusion KV preallocation device-agnostic (#7777)

2026-09-18 14:41:41 -05:00

ernie_image

[Diffusion] Fuse ERNIE-Image Q/K RoPE for eager execution (#7502)

2026-09-17 19:06:45 +00:00

flux

diffusion: Fix silent override of explicit guidance_scale=0 (#4999)

2026-08-01 03:19:21 +00:00

flux2

[Diffusion] Make Flux2Pipeline text_encoder_out_layers configurable (#6390)

2026-08-28 09:05:41 -06:00

flux2_klein

[Diffusion] Add FLUX.2-klein BF16 HWR contract (#6651)

2026-08-27 12:51:15 +08:00

glm_image

[Model] Avoid scalar synchronizations in GLM-Image preparation (#7172)

2026-09-11 09:09:26 +00:00

gr00t

[Bugfix][Model] GR00T-N1.7: honor the per-request seed for flow-matching noise (#7253)

2026-09-08 15:53:20 +00:00

helios

[Core][Diffusion] Camera interaction for diffusion streaming generation (LingBot World 2 as example) (#7198)

2026-09-20 16:19:41 +00:00

hidream_image

[Core][Frontend] Support request-level batching for diffusion pipelines (#4079)

2026-06-29 18:09:19 +02:00

hidream_o1_image

[Model] Add HiDream-O1-Image support (#5194)

2026-08-21 14:15:37 +08:00

hunyuan_image3

[Feat] Add native Mooncake KV transfer from AR to DiT (#7166)

2026-09-20 14:44:55 +00:00

hunyuan_video

[Perf][Flux2][HunyuanVideo1.5] Skip attention-mask to avoid varlen path (#4645)

2026-08-11 15:31:02 +08:00

internvla_a1

[REFACT]Refactor diffusion outputs to payload metadata (#4922)

2026-07-14 17:24:03 +08:00

krea2

[Model] Add Krea 2 text-to-image diffusion model (#4730)

2026-07-11 16:25:41 -07:00

lance

[Bugfix][Model][Lance] Support decoded video frames in video editing (#5128)

2026-09-12 04:23:24 +00:00

lingbot_video

[Rebase] Rebase to vllm 0.27.0 (#5976)

2026-08-11 15:23:46 +00:00

lingbot_world

[LingBot World] Eleven bit-identical removals of repeated work in the realtime path (#7648)

2026-09-21 06:12:45 +00:00

longcat_image

[Kernel] Fuse LongCat paired Q/K RoPE (#7500)

2026-09-18 02:27:57 +08:00

longcat_video

Add vLLM-Omni library info to Hugging Face Hub requests (#5381)

2026-09-08 10:08:38 -06:00

ltx2

[Rebase] Rebase to vLLM 0.29.0 (#7230)

2026-09-10 12:08:28 +08:00

magi2

[Bugfix][MAGI-2] Fix layerwise offload OOM by pointing offload block attrs to 'block' (#7523) (#7540)

2026-09-17 19:02:08 +00:00

mammoth_moda2

[Model] Migrate MammothModa2 DiT to the shared diffusion runtime (#7134)

2026-09-18 13:29:18 -07:00

ming_flash_omni

[Bugfix] Adapt ZImagePipeline.forward calling in MingImagePipeline with DiffusionRequestBatch (#4866)

2026-07-04 03:45:49 +00:00

minimax_h3

[Model] Add MiniMax-H3 long-video latent continuation with driving audio (#7838)

2026-09-20 23:44:33 +08:00

mistral_encoder

[Quantization] Add FLUX.2-dev Mistral TE online FP8 support (#5136)

2026-07-20 16:16:31 +08:00

nextstep_1_1

[Core][Frontend] Support request-level batching for diffusion pipelines (#4079)

2026-06-29 18:09:19 +02:00

omnigen2

[Diffusion][Feature] Add SP for Omnigen2 (#3206)

2026-07-08 10:29:41 +08:00

omnivoice

[Feat][OmniVoice]Support Varlen Attn, Request-Batch and Step-Execution (#6408)

2026-09-08 18:58:38 -07:00

ovis_image

[Chore]: refactor out unused/redundant params in diffusion pipelines (#1235)

2026-07-02 16:32:05 +02:00

pi0

Add vLLM-Omni library info to Hugging Face Hub requests (#5381)

2026-09-08 10:08:38 -06:00

pi05

[Model] Add π0.5 (Pi0.5) VLA model support (#6950)

2026-09-17 05:18:51 -07:00

qwen_image

[Bugfix][Qwen-Image] Keep AutoRound W4A16 on CPU when offloading; Fixes #7555 (#7579)

2026-09-19 16:34:11 +00:00

qwen_image_21

Address review: tuple image input, NPU index_select rope, per-key decode graph ownership

2026-09-21 08:36:28 +00:00

sana_video

[Bugfix][Diffusion] Canonicalize cache_backend=None to "none" (#7041)

2026-09-07 15:56:51 +08:00

sana_wm

[Model] Add SANA-WM support(Stage-1 only) (#4061)

2026-08-18 23:57:55 -06:00

schedulers

[BugFix][Diffusion] Add CPU LAPACK fallback for FlowUniPC (#5329)

2026-07-30 15:09:48 +00:00

sd3

[Refactor][1/N]diffusion/cache: cache-dit (#5226)

2026-07-24 22:42:45 +08:00

sdxl

[XPU][SDXL] Fix text encoder input device under CPU offload (#6125)

2026-08-18 14:03:31 +00:00

sensenova_u1

Add vLLM-Omni library info to Hugging Face Hub requests (#5381)

2026-09-08 10:08:38 -06:00

stable_audio

[CI] Remove AudioX and MammothModa2 support (#6353)

2026-08-23 04:22:05 +00:00

t5_encoder

[Feature]: Migrate magi human example (#4572)

2026-06-22 15:17:00 +08:00

wan2_2

[Refactor][Diffusion] Move single-model layers into their model directories (#5908)

2026-09-20 18:19:24 +08:00

z_image

[Refactor][Diffusion] Remove model-specific names from LoRA and ModelOpt loader defaults (#5907)

2026-09-12 20:30:03 +08:00

__init__.py

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

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

host_weight_contract.py

[Diffusion] Add final-layout BF16 Host Weight Runtime artifacts (#6445)

2026-08-22 21:37:20 +08:00

interface.py

[LingBot World] Eleven bit-identical removals of repeated work in the realtime path (#7648)

2026-09-21 06:12:45 +00:00

pi0_pipeline_config.py

[Bugfix] Avoid eager pi0 runtime import in pipeline registry (#6322)

2026-08-18 23:42:03 +08:00

pi05_pipeline_config.py

[Model] Add π0.5 (Pi0.5) VLA model support (#6950)

2026-09-17 05:18:51 -07:00

progress_bar.py

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

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

utils.py

[Model] Add online FP8 support for Boogu-Image MLLM (#7342)

2026-09-21 05:13:37 +00:00