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Author SHA1 Message Date
tzhouamandClaude Fable 5 6d767a9a5b [BugFix] Make pure-TP KV receive fallback all-or-nothing across ranks 
Fixes the recurring Bagel tp_vae_patch_parallel_2 NCCL ALLREDUCE
timeout (#5627, previously #5487): in pure TP the transfer topology is
LOCAL on every rank — each rank fetches its own per-rank KV key with an
independent recv_timeout and distribute_kv_cache is a no-op. A receive
timeout returns silently, so a single rank that missed its shard fell
back alone into the pipeline's no-KV prefill (Bagel
forward_cache_update_text through the TP-sharded LM) and entered TP
allreduces its peers never joined. The hung [~20, 3584] allreduce
(NumelIn=71680) blocked 600s until the NCCL watchdog killed the worker,
after which every request failed with "DiffusionExecutor is closed".
PR #5482 fixed the orchestrator-level CFG bundle race but never touched
this lower KV-transfer layer, which is why the signature recurred at
its own merge commit.

After the per-rank receive, pure-TP ranks now exchange their receive
flags (rank 0 collects and broadcasts the verdict over the stage world
group's CPU object plane) and act on it together: if any rank missed,
ranks that did receive drop their applied KV — cleared symmetrically
with what apply/broadcast set — so every rank takes the identical no-KV
prefill path and the TP collective schedule can never diverge. The skip
guards (topology, need_recv_cache, dummy warmup id) depend only on
values identical across ranks, so ranks always agree on whether the
exchange happens; a rank whose connector failed to initialize still
participates and reports a miss instead of deadlocking the exchange.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
 2026-07-31 11:08:13 +08:00
Nick CaoClaudeHongsheng Liu
 		273fc8eb1d [Tests] Further extend the tiny model testing framework and enable multiple models (#5353) 
Signed-off-by: Nick Cao <ncao@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-07-31 07:47:26 +08:00
Zhou TaichangtzhouamClaude Fable 5
 		a951dd0cb4 [BugFix] Never dispatch diffusion with an incomplete CFG companion bundle (#5482) 
Signed-off-by: tzhouam <tzhouam@gmail.com>
Co-authored-by: tzhouam <tzhouam@gmail.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
 2026-07-30 08:17:24 -07:00
akshatvishu 4563999ec0 [BugFix][Diffusion] Add CPU LAPACK fallback for FlowUniPC (#5329) 
Signed-off-by: akshatvishu <akshatnayak197@gmail.com>
 2026-07-30 15:09:48 +00:00
Weiming Liaoand汪志鹏 86d7864588 [Bugfix][Diffusion] Honor HF_HUB_OFFLINE in OmniDiffusionConfig (align with AR stage) (#5403) 
Signed-off-by: Weiming Liao <liaowm5@gmail.com>
Signed-off-by: Weiming Liao <fayespica@outlook.com>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
 2026-07-30 15:07:46 +00:00
Shenglei FuandClaude 3b0718f22e [Bugfix] Fix active_stream_window silently stalling audio generation (#5349) (#5373) 
Signed-off-by: Shenglei Fu <sfu@confluent.io>
Co-authored-by: Claude <noreply@anthropic.com>
 2026-07-30 14:56:18 +00:00
Yuanheng Zhao ce3d8e4bac [Bufix] Ming-omni-tts-16.8B Skip rejected and unused weights loading (#5607) 
Signed-off-by: Yuanheng Zhao <jonathan.zhaoyh@gmail.com>
 2026-07-30 22:38:40 +08:00
Henry JandClaude Fable 5 81cd7964d4 [Bugfix] Qwen3-TTS full-payload: emit one placeholder frame on a degenerate take instead of an empty payload (#5472) 
Signed-off-by: henryj <349043+henryj@users.noreply.github.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
 2026-07-30 14:27:39 +00:00
Sy03 09c6ad4204 [CI/Build][MiniCPM-o] Allow auto-response before input commit (#5567) 
Signed-off-by: Sy03 <1370724210@qq.com>
 2026-07-30 14:14:19 +00:00
Yash JainandClaude Fable 5 f7e87e7cfd [Bugfix][Diffusion] Apply MagCache residual once per skipped step (#5561) 
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
 2026-07-30 07:09:25 -07:00
evanchuenganddavid6666666 744c65b730 [Feature] Distributed layerwise offload with DP multi-concurrency + mmap weight… (#5397) 
Signed-off-by: evanchueng <evanchueng@outlook.com>
Signed-off-by: david6666666 <530634352@qq.com>
Co-authored-by: david6666666 <530634352@qq.com>
 2026-07-30 13:35:38 +00:00
Yukim1 b3f4fbf9e2 [Refactor] Migrate Step-Audio2 offline test to deploy config (#5319) 
Signed-off-by: zwhzzz0821 <2831474076@qq.com>
 2026-07-30 09:59:05 +00:00
Yukim1 1752e8ee5b [Refactor] Migrate Qwen3 Omni thinker-only deploy config (#5285) 
Signed-off-by: zwhzzz0821 <2831474076@qq.com>
 2026-07-30 09:57:33 +00:00
Alex Brooks 089bb88706 [Model] Remove Text Encoder Output Layer Hardcoding in Flux2 (#5589) 
Signed-off-by: Alex Brooks <albrooks@redhat.com>
 2026-07-30 09:55:42 +00:00
SYLARandlishunyang12 04b408ffd2 [Bugfix] Add Cosmos3-Edge preset (fix wrong Nano/Super defaults in T2V/I2V examples) (#5596) 
Signed-off-by: lishunyang12 <lishunyang03@gmail.com>
Co-authored-by: lishunyang12 <lishunyang03@gmail.com>
 2026-07-30 08:41:30 +00:00
TaffyOfficialandTaffyOfficial 0c88f8a0b6 [Refactor] Normalize diffusion request extra arguments in Chat serving (#5171) 
Signed-off-by: TaffyOfficial <2324465096@qq.com>
Co-authored-by: TaffyOfficial <2324465096@qq.com>
 2026-07-30 07:08:12 +00:00
wangyu 1d6c0816a4 [CI/Build] Fix nested group breaking nightly pipeline upload (#5572) 
Signed-off-by: wangyu <410167048@qq.com>
 2026-07-30 11:43:08 +08:00
TJian d50ea9fccc [ROCm] [CI] Fix ROCm CI for v0.26.0 (#5528) 
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
 2026-07-30 11:27:32 +08:00
Yash JainandClaude Fable 5 daec3a6a49 [Bugfix] Trim AR sampled logprob rows with new_token_ids on mid-step stop (#5564) 
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
 2026-07-30 03:00:53 +00:00
ruirui(rein) yangandGao Han 0461da345a [bugfix][MiniCPM-o]delete duplicate files (#5535) 
Signed-off-by: R2-Y <ruiruyang2@gmail.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
 2026-07-30 09:59:44 +08:00
y-nullamy-why-3459Hongsheng LiuGao Han
 		aa5364f705 [refactor][MiniCPM-o] Consolidate MiniCPM-o 4.5 2-GPU deploy configs and E2E tests (#5458) 
Signed-off-by: y_null <y_null@qq.com>
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
 2026-07-30 09:56:19 +08:00
Mu GuanLin 1b718f7b15 [Feat] [CI] [bugfix] Generalize LTX CFG parallelism to the complete guidance plan (#5547) 
Signed-off-by: mglyn <1203789601@qq.com>
 2026-07-29 17:40:40 +00:00
zzhanddengyunyang dba05c3517 Enable Diffusion Image models asynchronous output (#4981) 
Signed-off-by: zzh <943967662@qq.com>
Co-authored-by: dengyunyang <584797741@qq.com>
 2026-07-29 17:21:55 +00:00
whisper f2d9eb1630 [Bugfix][CI/Build] Avoid refetching HunyuanVideo I2V input during sim… (#5552) 
Signed-off-by: whisper-la <131673492+whisper-la@users.noreply.github.com>
 2026-07-29 09:49:07 -07:00
Weiming Liao fa0658eabb [Doc][NPU] Fix a missed version reference: 0.25.0 → v0.26.0 (#5538) 
Signed-off-by: Weiming Liao <liaowm5@gmail.com>
 2026-07-29 23:53:20 +08:00
wangyu 7c17111ff5 [Refactor][CI] Reorganize test tree, and move slow e2e to weekly (#4951) 
Signed-off-by: wangyu <410167048@qq.com>
 2026-07-29 23:53:03 +08:00
zzh 925347332f Add vae-patch-parallel-size and vae-use-tiling for HunyuanImage Benchmark (#5502) 
Signed-off-by: zzh <943967662@qq.com>
 2026-07-29 02:43:45 -07:00
R0CKSTAR 7be7e0d249 Support Python 3.10 runtime compatibility (#5366) 
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
 2026-07-29 17:11:04 +08:00
Canlin Guo 18be2ba3df [Perf] Enable compile for MOSS-TTS-Local v1.5 talker and codec (#5530) 
Signed-off-by: Canlin Guo <canlinguosdu@gmail.com>
 2026-07-29 14:09:06 +08:00
BruceLoveDecimalandGao Han 1c6e731339 fix(diffusion): convert caller sampling params instead of discarding … (#4115) 
Signed-off-by: BruceLoveDecimal <39156883+BruceLoveDecimal@users.noreply.github.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
 2026-07-29 13:24:51 +08:00
Zeyu Huang | 黃澤宇 b8e7b21188 [skip ci][Misc] remove stray md introduced in #4652 (#5473) 
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
 2026-07-29 12:42:25 +08:00
Weiming Liao 39663d5287 [NPU] upgrade to v0.26.0 (#5490) 
Signed-off-by: Weiming Liao <liaowm5@gmail.com>
 2026-07-29 11:21:04 +08:00
R0CKSTAR ab0da662c0 [Hardware] Enable CosyVoice3 on Moore Threads MUSA (#5164) 
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
 2026-07-29 02:46:27 +00:00
Zhang Jian fa41fdf252 [recipe][NPU] add cosmos3-super recipe on 8xA3 (#5097) 
Signed-off-by: Zhang Jian <jianmusings@gmail.com>
 2026-07-29 08:29:33 +08:00
Joshna-MedisettyandChendi.Xue 7fa40681ff Xpu/vllm 0.26 fixes (#5476) 
Signed-off-by: Joshna Medisetty <joshna.medisetty@intel.com>
Co-authored-by: Chendi.Xue <chendi.xue@intel.com>
 2026-07-29 08:15:36 +08:00
iancarrasco-b10 23bb4395bb [Feature] Flush the speech WebSocket on input.done without closing it (#5517) 
Signed-off-by: iancarrasco-b10 <ian.carrasco@baseten.co>
 2026-07-28 23:46:19 +00:00
Sy03andHongsheng Liu 0feb92bdfa [Bugfix][Minicpm] Support full-duplex three-stage serving (#5380) 
Signed-off-by: Sy03 <1370724210@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-07-29 01:58:34 +08:00
张芷瑜（Zhang Zhiyu）andZhiyu0603 f6e59c329b [Bugfix] Return diffusion metrics from /v1/images/generations (#5278) 
Signed-off-by: Zhiyu0603 <Zhiyu0603@users.noreply.github.com>
Co-authored-by: Zhiyu0603 <Zhiyu0603@users.noreply.github.com>
 2026-07-28 16:38:37 +00:00
Inesh Reddy Chappidi c96fe54bd8 [Test] Add regression test for MiniCPM-o 4.5 audio-stream output kinds (#5356) 
Signed-off-by: Inesh Reddy <ineshreddy249@gmail.com>
 2026-07-28 16:27:51 +00:00
Zhou TaichangtzhouamClaude Fable 5Gao Han
 		c2b55de5b9 [Test] Give the logprobs scheduler doubles the vLLM 0.26 contracts (#5483) 
Signed-off-by: Gao Han <hgaoaf@connect.ust.hk>
Co-authored-by: tzhouam <tzhouam@gmail.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
 2026-07-28 15:25:57 +00:00
Canlin Guo 61324e65d7 [Refactor] Make MOSS-TTS-Local stream session dynamic batch (#5235) 
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Signed-off-by: Canlin Guo <canlinguosdu@gmail.com>
 2026-07-28 21:38:24 +08:00
Hongsheng Liu f775e80732 Revert "[BugFix] Fix 'GPUARWorker' attribute error" (#5507) 2026-07-28 21:00:49 +08:00
herotai214 c96f0bc773 [Perf][GLM-Image] Skip redundant hidden state D2H (#5346) 
Signed-off-by: herotai214 <herotai214@gmail.com>
 2026-07-28 20:34:35 +08:00
Ting FU f4640d9a2e [BugFix] Fix 'GPUARWorker' attribute error (#5478) 
Signed-off-by: Semmer <semmer@live.cn>
 2026-07-28 20:13:33 +08:00
Mu GuanLin 12d75cf63a [Feature] Add official LTX multimodal guidance and precision guard (#5148) 
Signed-off-by: mglyn <1203789601@qq.com>
 2026-07-28 10:44:25 +00:00
Zhou TaichangandClaude Opus 5 66a9b0c84f [Bugfix] Select the AR-Diffusion engine in the DreamZero CFG-parallel deploy config (#5439) 
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-07-28 17:14:26 +08:00
wangyu cee2e40c33 [CI] Skip known-failing tests and filter NPU ready TTS by npu mark (#5489) 2026-07-28 15:26:36 +08:00
Yuekai ZhangClaude Fable 5Yueqian LinYueqian Lin
 		5014fea4a0 [New Model] support nemotron Audex (#4976) 
Signed-off-by: Yuekai Zhang <zhangyuekai@foxmail.com>
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
 2026-07-28 03:58:22 +00:00
Weiming Liaoandwangyu f2c5152df0 [CI][NPU]: Add nightly performance test for NPU - qwen3-omni/wan2.2/qwen-image-edit-2511 (#5339) 
Signed-off-by: Weiming Liao <liaowm5@gmail.com>
Co-authored-by: wangyu <53896905+yenuo26@users.noreply.github.com>
 2026-07-28 11:44:30 +08:00
WeiandSamit d3e0171cd7 [bugfix] validate AR sampled-token logprob alignment (#5273) 
Signed-off-by: hbhflw2000 <417911774@qq.com>
Signed-off-by: Samit <285365963@qq.com>
Co-authored-by: Samit <285365963@qq.com>
 2026-07-28 10:34:19 +08:00