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

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alex-jw-brooks merged 16 commits into
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hmellor:label-hf-api-calls
Sep 8, 2026
Merged

alex-jw-brooks merged 16 commits into
vllm-project:mainfrom
hmellor:label-hf-api-calls

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@hmellor

@hmellor hmellor commented Jul 24, 2026 •

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This PR:

  • Adds transformers_utils/repo_utils.py which contains wrappers for HfApi and HfFileSystem which add:
    • library_name="vllm-omni"
    • library_version=VLLM_OMNI_VERSION
  • Converts check-pickle-imports -> check-forbidden-imports
  • Make raw huggingface_hub imports in vllm_omni/ and tests/ forbidden
  • Fix all violations of this new forbidden import

This has already been done for vLLM in vllm-project/vllm#43857:

This PR centralizes all huggingface_hub interactions through a shared hf_api() instance. This is usually the recommended approach to make sure the integration is clean. The library forward library_name="vllm" + version when downloading files from the Hub which helps us better understand which models are popular, download patterns, etc. to help prioritize infra-side.

hmellor added 2 commits July 24, 2026 14:22
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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Codex usage limits have been reached for code reviews. Please check with the admins of this repo to increase the limits by adding credits.
Credits must be used to enable repository wide code reviews.

@hmellor hmellor changed the title Add library_name to all HF API calls from vllm-omni Add vLLM-Omni library info to Hugging Face Hub requests Jul 24, 2026

@hsliuustc0106 hsliuustc0106 left a comment

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Thanks for centralizing the Hub client. I found two test regressions and three gaps that leave Hub requests or the new enforcement policy incomplete. Please address these before merging.

Comment thread vllm_omni/diffusion/models/cosmos3/sound_tokenizer.py
Comment thread vllm_omni/benchmarks/data_modules/seed_tts_dataset.py
Comment thread vllm_omni/model_executor/models/indextts2/s2mel/modules/bigvgan.py
Comment thread tools/pre_commit/check_forbidden_imports.py Outdated
Comment thread vllm_omni/transformers_utils/repo_utils.py Outdated
hmellor added 2 commits July 24, 2026 17:35
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
@hsliuustc0106 hsliuustc0106 added the core related to core module: cache, scheduler, engine, worker, modelrunner label Jul 25, 2026
Comment on lines +12 to +20
def hf_api() -> HfApi:
"""Return a shared HfApi instance tagged with vLLM-Omni's library info."""
global _hf_api
if _hf_api is None:
_hf_api = HfApi(
library_name="vllm-omni",
library_version=VLLM_OMNI_VERSION,
)
return _hf_api

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Thanks for centralizing this! Haven't check the full PR but let me know if you want an eye on something specific 🤗

(disclaimer: maintainer of huggingface_hub here 👋)

@hsliuustc0106 hsliuustc0106 removed the ready label to trigger buildkite CI label Aug 7, 2026
@hsliuustc0106
hsliuustc0106 requested a review from NickCao as a code owner August 7, 2026 08:12
@hsliuustc0106 hsliuustc0106 added the ready label to trigger buildkite CI label Aug 7, 2026
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
@hmellor

hmellor commented Aug 7, 2026

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@hsliuustc0106 I had to fix new imports because the PR had gone stale again while waiting for CI. Not sure if you'll need to retrigger the CI

Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
@hmellor

hmellor commented Aug 10, 2026

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@hsliuustc0106 please trigger CI

@hsliuustc0106 hsliuustc0106 added ready label to trigger buildkite CI and removed ready label to trigger buildkite CI labels Aug 10, 2026
@vllm-omni-review-bot

vllm-omni-review-bot commented Aug 31, 2026 •

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Omni ReviewBot triage note

Automated triage of commit 310b2ee0bf4a produced:

  • Priority: high. Prompt maintainer attention is suggested.

  • Quality: low. Mechanical checks suggest considering rework or declining this PR before review effort is spent.

Quality evidence:

  • Q3: touches 12 modules with no linked issue
  • Q4: title does not follow the [module] summary convention

These are automated triage suggestions only — the final decision belongs to the maintainers.

Conflicts resolved in favour of upstream's refactors, re-applying the
vLLM-Omni-tagged hf_api() helper on top:
- tools/pre_commit/check_forbidden_imports.py: keep upstream's ported
  checker (extra rules, _NON_LIBRARY_DIRS, path normalisation) and point
  the huggingface_hub rule at vllm_omni.transformers_utils.repo_utils;
  allowlist trimmed to repo_utils itself plus the try_to_load_from_cache
  call sites (local cache lookups make no Hub request to tag).
- New upstream Hub call sites tagged: diffusion/lora/loader,
  longcat_video, pi0, tts_adapters/cosyvoice3, dots_tts,
  indextts2/tokenizer_v2_5.
- Accepted upstream's deletion of magi_human, soulx_singer and the
  minimax_h3/soulxsinger tests the branch had only re-tagged.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_012HLCBZwuozhTdYPbRbVsdi

@alex-jw-brooks alex-jw-brooks left a comment

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LGTM, thanks!

@alex-jw-brooks alex-jw-brooks added ready label to trigger buildkite CI and removed ready label to trigger buildkite CI labels Sep 4, 2026
@alex-jw-brooks
alex-jw-brooks enabled auto-merge (squash) September 4, 2026 17:14
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Hi @hmellor, it looks like the CI run failed. Could you please take a look when you have time?

Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
auto-merge was automatically disabled September 8, 2026 09:59

Head branch was pushed to by a user without write access

# Conflicts:
#	tests/diffusion/model_loader/test_diffusers_loader.py
#	tests/diffusion/models/ltx2/test_ltx2_pipeline.py
#	tests/e2e/online_serving/helpers/minicpmo_4_5_duplex.py
#	tools/pre_commit/check_forbidden_imports.py
#	vllm_omni/experimental/fullduplex/personaplex/runtime.py
#	vllm_omni/experimental/fullduplex/personaplex/serving/server.py
#	vllm_omni/model_executor/models/indextts2/preprocess_utils.py

Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
@alex-jw-brooks alex-jw-brooks added ready label to trigger buildkite CI and removed ready label to trigger buildkite CI labels Sep 8, 2026
@alex-jw-brooks
alex-jw-brooks enabled auto-merge (squash) September 8, 2026 15:16
@alex-jw-brooks
alex-jw-brooks merged commit fdaf4e3 into vllm-project:main Sep 8, 2026
7 of 9 checks passed
@hmellor
hmellor deleted the label-hf-api-calls branch September 8, 2026 16:36
haic0 pushed a commit to haic0/vllm-omni that referenced this pull request Sep 9, 2026
…#5381)

Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
wenj-yan pushed a commit to wenj-yan/vllm-omni that referenced this pull request Sep 9, 2026
…#5381)

Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Signed-off-by: wenjie.yan <wenjyan@outlook.com>
JoseCarlosGarcia95 added a commit to valendra-tech/vllm-omni that referenced this pull request Sep 16, 2026
* [Bugfix][Examples] Use --profiler-config flag in offline TTS examples (vllm-project#6763)

Signed-off-by: Asthenia <asthenia0412@gmail.com>
Co-authored-by: Asthenia <asthenia0412@gmail.com>

* [Bugfix] Skip HWR store-size scans when no limit is configured (vllm-project#7131)

Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>

* [CI][ROCm] Route LTX2 Ulysses parity to two-GPU lane (vllm-project#7234)

Signed-off-by: andyluo7 <andy.luo@amd.com>

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

Signed-off-by: liangmengh <liangmengh@nvidia.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>

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

Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>

* [Bugfix][NPU] Limit MiniMax H3 modulation grid size (vllm-project#6794)

Signed-off-by: KrystalRay <keeleiray@gmail.com>
Co-authored-by: KrystalRay <keeleiray@gmail.com>

* [Bugfix] Build the forced-aligner prompt without a chat template (word timestamps one bin late) (vllm-project#7240)

Signed-off-by: Tianyao Wu <rayroy31@gmail.com>

* [Refactor][Diffusion] Resolve offload topology through one plan resolver (vllm-project#7209)

Signed-off-by: specture724 <specture724@gmail.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>

* [Doc] Add AI usage policy for contributions (vllm-project#7305)

Signed-off-by: hsliuustc0106 <liuhongsheng4@huawei.com>

* [Bugfix][MiMo-Audio] Align code2wav decode with tokenizer device (vllm-project#6539)

Signed-off-by: chaosansui <zzc15560846421@163.com>
Signed-off-by: Zhichao Zhang <60429419+smartDream-chao@users.noreply.github.com>

* [Bugfix][MiniCPM-o] Fix the audio_embeds input path (vllm-project#5730)

Signed-off-by: eval-dev <0xe5bca0@gmail.com>
Signed-off-by: eval <74645252+eval-dev@users.noreply.github.com>

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

Signed-off-by: boatman <109857087+sphinxkkkbc@users.noreply.github.com>

* [Model] Add Audio8 TTS Preview 0.6B (DualAR, 44.1 kHz codec) (vllm-project#6157)

Signed-off-by: NancyFyong <NancyFyong@users.noreply.github.com>
Co-authored-by: NancyFyong <NancyFyong@users.noreply.github.com>

* [Bugfix][Frontend] Accept the msgpack-numpy package's numpy markers on the OpenPI endpoint (vllm-project#6051)

Signed-off-by: zjli2013 <leezhengjiang@126.com>
Co-authored-by: Cursor <cursoragent@cursor.com>

* [Frontend] Opt-in WebSocket TTS split_granularity and session seed (vllm-project#7046)

Signed-off-by: rk9595 <rakesh.kariya@somaiya.edu>
Signed-off-by: Rakesh Kariya <rakesh.kariya@somaiya.edu>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>

* [Bugfix][Frontend] Clear the P0 multimodal cache through the renderer (vllm-project#7003)

Signed-off-by: ZenAlexa <zimingwang945@gmail.com>

* [Bugfix][Frontend] Enforce image pixel limits for video input references (vllm-project#6963)

Signed-off-by: BANANASJIM <bananasjim1@gmail.com>

* [Bugfix][TTS] Isolate shared Higgs v3 reference encode from request cancellation (vllm-project#7076)

Signed-off-by: Allen Wu <allenwu2795@gmail.com>
Co-authored-by: TRAE CLI <traecli@bytedance.com>

* [Bugfix][CosyVoice3] Resolve hash snapshot pipeline (vllm-project#6896)

Signed-off-by: xutianle <xutianle@fudan.edu.cn>

* [CI] Skip Qwen3-Omni Server VAD multi-turn realtime test (vllm-project#7279) (vllm-project#7314)

Signed-off-by: wangyu <410167048@qq.com>

* [Bugfix][Magi2] Allow import without an active Triton driver (vllm-project#7239)

Signed-off-by: andyluo7 <andy.luo@amd.com>

* [Core] Split Omni connector model runner mixin (vllm-project#6903)

Signed-off-by: natureofnature <wzliu@connect.hku.hk>

* [Bugfix] Make LTX vocoder decoding deterministic (vllm-project#7231)

Signed-off-by: mglyn <1203789601@qq.com>

* [Doc] [Recipe] Add FLUX.1-schnell recipe for RTX 5090 32GB (vllm-project#7299)

Signed-off-by: Sparks-M <41097544+Sparks-M@users.noreply.github.com>

* [Doc] Qwen3-TTS: add 0.6B on 1x A100 40GB (vllm-project#7289)

Signed-off-by: chi030303 <106855944+chi030303@users.noreply.github.com>

* [Perf][Model] Add optimized LTX-2.5 DiffVAE operators (vllm-project#7308)

Signed-off-by: mglyn <1203789601@qq.com>

* [2/N] Add a minimal temporal chunk callback for MiniMax-H3 (vllm-project#7017)

Signed-off-by: specture724 <specture724@gmail.com>
Co-authored-by: Claude Sonnet 5 <noreply@anthropic.com>

* [Feature][Diffusion] Expose detailed pipeline timings (vllm-project#6822)

Signed-off-by: Bo Li <22713281+bobboli@users.noreply.github.com>

* [Bugfix] Resolve vllm-project#6931 hub FA3 on torch 2.13 via kernels 0.16.1 (vllm-project#7185)

Signed-off-by: NumberWan <wantszkin2003@gmail.com>

* [Bugfix][Ascend] fix npu 310/a5 bugs (vllm-project#6685)

Signed-off-by: zouyizhou <zouyizhou@huawei.com>

* [Bugfix][Engine] Group overlapping device stages into one sequential init component (vllm-project#7328)

Signed-off-by: ZhengWG <zwg0606@gmail.com>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>

* fix: reserve Qwen3-Omni NVFP4 backend fix (vllm-project#7200)

Signed-off-by: kunkunblueberry <1833921874@qq.com>

* [BugFix] Add field validators for /v1/audio/generate request (vllm-project#4741)

Signed-off-by: Shaun Walsh <shaunwalsh24@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Nick Cao <ncao@redhat.com>

* [CI][ROCm] Match CUDA/NPU L2/L3 label routing (vllm-project#6966)

Signed-off-by: andyluo7 <andy.luo@amd.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>

* [CI/Build] Avoid duplicate stage CLI deploy config (vllm-project#7007)

Signed-off-by: mershi <mershi@tencent.com>
Co-authored-by: mershi <mershi@tencent.com>

* [CI/Build][ROCm] Normalize SenseNova paged-decode hardware markers (vllm-project#6935)

Signed-off-by: andyluo7 <andy.luo@amd.com>

* [Model] Skip unused frame packing in Wan2.2 S2V (vllm-project#7155)

Signed-off-by: hyw <yuweih205@gmail.com>

* [Doc] Add dual DGX Spark MiniMax-H3 results (vllm-project#7343)

Signed-off-by: bojiang-li <327132355+bojiang-li@users.noreply.github.com>

* [Model] Optimize MOSS-TTS Local batched execution and streaming codec (vllm-project#7202)

Signed-off-by: Sy03 <1370724210@qq.com>

* [Bugfix][XPU] Restore N-D output shape for W8A16 FP8 linear (vllm-project#7301)

Signed-off-by: Joshna Medisetty <joshna.medisetty@intel.com>
Signed-off-by: Joshna-Medisetty <joshna.medisetty@intel.com>

* [Doc] Document num_outputs_per_prompt for /v1/videos (vllm-project#7341)

Signed-off-by: Guangjian <hiro20833@gmail.com>

* [Skills] Add perf-evidence isolation, stage-attribution, and realtime-contract requirements (vllm-project#6820)

Signed-off-by: hsliu_ustc <hsliu_ustc@noreply.gitcode.com>
Co-authored-by: hsliu_ustc <hsliu_ustc@noreply.gitcode.com>

* [Bugfix] Allow LLM replicas on different GPUs to initialize concurrently (vllm-project#7292)

Signed-off-by: Gao Han <hgaoaf@connect.ust.hk>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>

* [CI/Build] Stabilize LTX2 vocoder autocast test on ROCm (vllm-project#7336)

Signed-off-by: andyluo7 <andy.luo@amd.com>

* [NPU][CI] Add A5 and 310P CI support (vllm-project#6875)

Signed-off-by: Weiming Liao <liaowm5@gmail.com>
Co-authored-by: wangyu <53896905+yenuo26@users.noreply.github.com>

* [Kernel] Enable LTX DiffVAE fusions on SM100 and SM103 (vllm-project#7350)

Signed-off-by: mglyn <1203789601@qq.com>

* [Bugfix][MiniCPM-o] Align structured chat content with native omni rendering (vllm-project#7344)

Signed-off-by: Sy03 <1370724210@qq.com>

* [Rebase] Rebase to vLLM 0.29.0 (vllm-project#7230)

Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Signed-off-by: Zhou Taichang <tzhouam@connect.ust.hk>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>

* [Refactor] P0.2: Migrate API server helpers out of api_server (vllm-project#5453)

Signed-off-by: herotai214 <herotai214@gmail.com>

* [CI] Stabilize Qwen3-Omni Server VAD E2E (vllm-project#7356)

Signed-off-by: LHXuuu <xulianhao.xlh@antgroup.com>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>

* [CI/Build] Diff-aware source_file_dependencies for CUDA/NPU pipelines (vllm-project#6597)

Signed-off-by: wangyu <410167048@qq.com>
Co-authored-by: Cursor <cursoragent@cursor.com>

* [Core][Diffusion] Add a typed pre-D2H video media contract (vllm-project#6615)

Signed-off-by: NancyFyong <NancyFyong@users.noreply.github.com>
Signed-off-by: Samit <285365963@qq.com>
Co-authored-by: NancyFyong <NancyFyong@users.noreply.github.com>
Co-authored-by: Samit <285365963@qq.com>

* [Bugfix] Bound HWR domain initialization lock waits (vllm-project#7128)

Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>

* [Bugfix] Escalate diffusion worker shutdown and retain survivors (vllm-project#7126)

Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>

* [Misc] Add standalone safetensors retention diagnostic (vllm-project#7145)

Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>

* [CI] Isolate layerwise offload memory measurements (vllm-project#6938)

Signed-off-by: andyluo7 <andy.luo@amd.com>

* [Model] Add Cosmos3 mixed W8A8/W8A16 and W4A4/W4A16 denoising (vllm-project#6560)

Signed-off-by: Rahul Steiger <rsteiger@aws-cmh-slurm-1-vscode-04.cm.cluster>
Signed-off-by: Wojciech Kutak <wkutak@nvidia.com>
Co-authored-by: Rahul Steiger <rsteiger@nvidia.com>

* [Test] Use public render_jinja_template in MiniCPM-o native template test (vllm-project#7362)

Signed-off-by: tly <2200895168@qq.com>

* [Bugfix] Fix video prewarm cache retention and cancel-restart delay (vllm-project#7363)

Signed-off-by: psv666 <2693925048@qq.com>

* Cosmos3 action policy improvements (vllm-project#6460)

Signed-off-by: Maciej Bala <mbala@nvidia.com>
Signed-off-by: MaciejBalaNV <mbala@nvidia.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>

* [BugFix][CI] Restore diff-aware source filtering for post-merge L3 (vllm-project#7371)

Signed-off-by: wangyu <410167048@qq.com>

* [Bugfix] Fail when a diffusion LoRA adapter binds no layer (vllm-project#7349)

Signed-off-by: Guangjian <hiro20833@gmail.com>

* [Bugfix] Fix host-memory leak on aborted /v1/images/generations (vllm-project#6462) (vllm-project#6561)

Signed-off-by: summer <128961079+zhang-keliang@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>

* [Refactor] Declare model-local KV held outside the paged manager (vllm-project#6171)

Signed-off-by: Yueqian Lin <linyueqian@outlook.com>

* [Realtime] Emit current (non-beta) OpenAI audio/transcript event names (vllm-project#7339)

Signed-off-by: Nick Cao <ncao@redhat.com>
Co-authored-by: Claude Sonnet 5 <noreply@anthropic.com>

* [Bugfix][Core] Clean up failed HWR atomic metadata writes (vllm-project#6956)

Signed-off-by: BANANASJIM <bananasjim1@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>

* [Bugfix] Keep MiniMax-H3 reference audio budgets separate (vllm-project#7281)

Signed-off-by: david6666666 <530634352@qq.com>

* [Bugfix] Fix Helios USP: per-component split for correct sequence parallelism (vllm-project#6930)

Signed-off-by: yancaocn <yancaochn@163.com>
Co-authored-by: yancaocn <yancaochn@163.com>

* [Perf][Diffusion] Optimize HSDP startup via Rank-0 shared weight loading and accelerated LoRA delta computation (vllm-project#7005)

Signed-off-by: samithuang <285365963@qq.com>

* [Example] Migrate HunyuanImage-3.0 to model_extras + shared task examples (vllm-project#5559)

Signed-off-by: suyanli220 <suyanli220@gmail.com>
Signed-off-by: suyan.li <suyan.li@bytedance.com>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
Co-authored-by: suyan.li <suyan.li@bytedance.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>

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

Signed-off-by: hyw <yuweih205@gmail.com>

* [Model][ERNIE-Image] Delay AdaLN modulation broadcast (vllm-project#7171)

Signed-off-by: hyw <yuweih205@gmail.com>

* [Kernel][MiniMax-H3] Run Q/K RMSNorm-RoPE in one launch (vllm-project#7167)

Signed-off-by: hyw <yuweih205@gmail.com>

* [CI][ROCm] Align AMD image with vLLM 0.29 (vllm-project#7395)

Signed-off-by: andyluo7 <andy.luo@amd.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>

* [Bugfix] Add embed_multimodal to MiniCPM-o 4.5 omni LLM class (vllm-project#7384)

Signed-off-by: Guangjian <hiro20833@gmail.com>

* [Model] Add LingBot World Ulysses sequence parallelism (vllm-project#6841)

Signed-off-by: wtz2333 <2955110911@qq.com>
Co-authored-by: Zhou Taichang <tzhouam@connect.ust.hk>

* [Feature][TTS] Add Speech API streaming metrics (vllm-project#6853)

Signed-off-by: XIN GAO <1037396230@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>

* [Bugfix][Model] Fix FLUX.2 Klein multi-image edit metadata (vllm-project#7430)

Signed-off-by: QI JIA <qi.jia@shengshu.ai>
Co-authored-by: QI JIA <qi.jia@shengshu.ai>
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* [BugFix] Fix leftovers of the legacy OpenAI realtime API event names (vllm-project#7426)

Signed-off-by: Nick Cao <ncao@redhat.com>
Co-authored-by: Codex <noreply@openai.com>

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

Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Sy03 <1370724210@qq.com>

* [XPU][Docker] Align XPU image and CI with vLLM v0.29.0 (vllm-project#7441)

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* [Bugfix] Add explicit error when using CFGP with distilled Cosmos3 models (vllm-project#7427)

Signed-off-by: Maciej Bala <mbala@nvidia.com>

* [Perf][Diffusion] Run MammothModa2 DiT attention through the shared attention layer (vllm-project#7094)

Signed-off-by: MrlixiangWE <mrdanaer@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>

* [Bugfix] Give model CLI flags typed owners in the Omni config (vllm-project#7390)

Signed-off-by: Guangjian <hiro20833@gmail.com>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>

* [Bugfix] Require a model for `vllm serve --omni` (fixes vllm-project#4158) (vllm-project#4167)

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* [Bugfix] Send a downstream terminal chunk when a parked stage ends (vllm-project#6889)

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* [NPU] upgrade to v0.29.0 (vllm-project#7433)

Signed-off-by: Weiming Liao <liaowm5@gmail.com>

* [Bugfix][Model][Lance] Support decoded video frames in video editing (vllm-project#5128)

Signed-off-by: 吴俊鹏 <248679769+junpengw67-max@users.noreply.github.com>
Co-authored-by: 吴俊鹏 <248679769+junpengw67-max@users.noreply.github.com>

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

Signed-off-by: Alicia <115451386+congw729@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>

* Optimize CosyVoice3 Stage1 flow batching (vllm-project#4876)

Signed-off-by: gerayking <399geray@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>

* [3/N] Encode streamed video on the worker with bounded batching (vllm-project#7018)

Signed-off-by: specture724 <specture724@gmail.com>
Co-authored-by: Claude Sonnet 5 <noreply@anthropic.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>

* [Kernel][Boogu-Image] Fuse Q/K RMSNorm + interleaved RoPE via fused_qk_norm_rope (vllm-project#6982)

Signed-off-by: Qihan Kang <rollykanggg@gmail.com>

* [Bugfix][Frontend] Honor output_compression on the image generations route (vllm-project#7447)

Signed-off-by: hsliu_ustc <hsliu_ustc@noreply.gitcode.com>
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>

---------

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khairulkabir1661 pushed a commit to khairulkabir1661/vllm-omni that referenced this pull request Sep 25, 2026
…#5381)

Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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