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26 Commits
Author SHA1 Message Date
tzhouamandClaude Opus 5 08884c4cfb rebase: adapt to vLLM 0.29 callback, embedding and video decoder changes 
Four unrelated 0.29 surface changes, each reproduced locally against the
pinned f5c3cc24 build:

- PromptUpdateDetails.is_embed now takes only the full token list. The
  Bagel img2img replacement still declared (tok, seq), which crashed
  stage-0 engine core startup and produced the Distributed and Qwen3-Omni
  "no live replica" failures rather than anything KV related.

- dispatch_unquantized_gemm gained a linear_backend argument and is called
  with it. The CPU-forcing test stubs took no arguments; they now accept
  and ignore whatever upstream passes so a further signature change does
  not break them again.

- VocabParallelEmbedding gained a fused kernel that engages whenever
  tp_size > 1 on CUDA, and it has no CPU implementation. The encoder TP
  fixtures drive CPU tensors under a faked TP group, so they pin the
  portable masked path.

- The pyav video decoder backend was removed; valid options are now
  opencv, torchcodec, pynvvideocodec and deepstream. The OpenAI video
  endpoint hardcoded pyav, which turned every video request into a 400.
  It moves to opencv, the upstream default.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_0146Xu5Sgj4vXxLxvLjV5YPj
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
 2026-09-10 00:41:53 +08:00
Jim Ban 358b7d79c1 [Bugfix][Frontend] Enforce image pixel limits for video input references (#6963) 
Signed-off-by: BANANASJIM <bananasjim1@gmail.com>
 2026-09-08 20:31:54 -07:00
Hongsheng Liu d4096e01fe [Model] Add native MAGI-2 Preview diffusion support (#5918) 
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Signed-off-by: hsliuustc0106 <liuhongsheng4@huawei.com>
 2026-09-05 15:32:30 +08:00
汪志鹏andHongsheng Liu 86b85c078b [Feature][MiniMax-H3] Fuse the FastH3 four-step adapter at load time (#6714) 
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-31 12:04:58 +08:00
SYLAR 759aa4ffeb [Diffusion][Performance] Optimize MiniMax-H3 video output transfer (#6824) 
Signed-off-by: lishunyang12 <lishunyang12@163.com>
 2026-08-31 07:07:34 +08:00
mokekeandmokashliu 1a9d598d2b [Frontend] Encode interleaved video frames in parallel (#6776) 
Signed-off-by: mokashliu <mokashliu@tencent.com>
Co-authored-by: mokashliu <mokashliu@tencent.com>
 2026-08-31 07:04:27 +08:00
Zhang BowenandHongsheng Liu 46cfa8435b [Model][Frontend] MiniMax-H3: Parallelize MP4 response frame conversion (#6499) 
Signed-off-by: MosCloud <bwzhang1991@163.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-28 21:22:00 -06:00
Zhang BowenandHongsheng Liu 4882a36c41 [Model][Frontend] MiniMax-H3: Add opt-in planar video response encoding (#6288) 
Signed-off-by: MosCloud <bwzhang1991@163.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-22 04:04:14 +00:00
Zhenghan SongandHongsheng Liu 309d9c3ea8 [Bugfix] Respect media redirect policy for image references (#6122) 
Signed-off-by: HaningZS <resossr0v0@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-17 13:25:09 +08:00
Xunzhuo a9ba47d8ce [Perf] Bound memory during video frame conversion (#5732) 
Signed-off-by: Xunzhuo Liu <xunzhuo.liu@amd.com>
 2026-08-06 14:41:59 +08:00
WeiQing Chen ae7bee0c43 [Feature] Align MiniMax H3 official input matrix (#5752) 
Signed-off-by: david6666666 <530634352@qq.com>
 2026-08-05 07:12:01 +00:00
Nick Cao fbea788668 [Refactor] Use vLLM video loader for video reference decoding (#5085) 
Signed-off-by: Nick Cao <ncao@redhat.com>
 2026-08-05 01:49:41 +08:00
Librium 185e3d6df6 [Bugfix] Preserve channel-last video tensor layout (#5418) 
Signed-off-by: pxljs <1621352782@qq.com>
 2026-08-01 07:05:57 +00:00
Gao Han c582805e7a Revert "[Bugfix] Use MediaConnector for image/video URL fetching to prevent SSRF" (#4751) 2026-06-27 01:18:48 +08:00
Nick CaoandHongsheng Liu d8edf0c9d5 [Bugfix] Use MediaConnector for image/video URL fetching to prevent SSRF (#2565) 
Signed-off-by: Nick Cao <ncao@redhat.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-06-25 06:28:26 +08:00
Zeyu Huang | 黃澤宇Copilot Autofix powered by AICursor
 		3901ad8165 [feat] Streaming diffusion video generation output (#3737) 
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
Signed-off-by: Zeyu Huang | 黃澤宇 <11222265+fhfuih@users.noreply.github.com>
Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-06-23 09:57:53 +00:00
MaciejBalaNV a1e1ac0155 Cosmos3 transfer (#4379) 
Signed-off-by: Maciej Bala <mbala@nvidia.com>
Signed-off-by: MaciejBalaNV <mbala@nvidia.com>
 2026-06-21 09:59:18 +08:00
Chendi.XueandHongsheng Liu 5414f78e5f [WAN2.2-S2V] Add server API for image + audio (#3394) 
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-06-11 18:50:03 +08:00
MaciejBalaNV 2f25195750 Cosmos3 video to video generation (#4266) 
Signed-off-by: Maciej Bala <mbala@nvidia.com>
 2026-06-09 03:04:05 +08:00
BruceLoveDecimal e5030c7524 [BugFix] Cast bf16 video frames to float32 before .numpy() in /v1/videos (#4114) 
Signed-off-by: BruceLoveDecimal <39156883+BruceLoveDecimal@users.noreply.github.com>
 2026-06-04 17:49:07 +08:00
Samit 61a3cbdff5 [Perf] Eliminate Hop 3 IPC overhead for single-stage diffusion via inline execution (#2736) 
Signed-off-by: samithuang <285365963@qq.com>
Signed-off-by: Samit <285365963@qq.com>
 2026-04-15 11:46:06 +08:00
Samit 644edac0b6 [Perf] Optimize MP4 encoding latency in video generation (#2735) 
Signed-off-by: samithuang <285365963@qq.com>
 2026-04-14 14:20:38 +08:00
汪志鹏 9d87229a30 [MagiHuman] Fix audio sample rate and fps propagation for online serving (#2554) 
Signed-off-by: princepride <wangzhipeng628@gmail.com>
 2026-04-09 06:52:12 +00:00
Ian EavesSamitGao Han
 		92f771d455 [Frontend] Rewrite video API for async job lifecycle (#1665) 
Signed-off-by: Ian Eaves <ian.k.eaves@gmail.com>
Signed-off-by: Samit <285365963@qq.com>
Co-authored-by: Samit <285365963@qq.com>
Co-authored-by: Gao Han <gaohan19@huawei.com>
 2026-03-13 17:11:06 +08:00
WeiQing Chen 83fe7d005b [Model] support LTX-2 text-to-video image-to-video (#841) 
Signed-off-by: David Chen <530634352@qq.com>
Signed-off-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
 2026-03-05 23:31:48 +08:00
SamitandFlora Feng 9c00852d85 [Feature] Support Wan2.2 T2V and I2V Online Serving with OpenAI /v1/videos API (#1073) 
Signed-off-by: samithuang <285365963@qq.com>
Signed-off-by: Samit <285365963@qq.com>
Signed-off-by: SamitHuang <285365963@qq.com>
Co-authored-by: Flora Feng <4florafeng@gmail.com>
 2026-02-12 14:28:32 +08:00