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67 Commits
Author SHA1 Message Date
tzhouamandClaude Fable 5.1 33de5d8629 Merge vLLM-Omni v0.29.0rc1 into edge-infer/omni-0.29.0 
The pair for vLLM v0.29.0: rc1's docs pin vllm==0.29.0 and a static scan of
rc1's vllm.* imports against the v0.29.0 tree finds nothing missing, while
our 0.28-based tree needs seven modules v0.29.0 no longer has
(vllm.inputs.preprocess, entrypoints.launcher, openai.cli_args,
openai.engine.protocol, serve.utils.server_utils, layers.batch_invariant,
models.hunyuan_v1).

Ten files conflicted. Upstream's structure is the base everywhere; the
fork's features are re-attached to it:
- deploy_profile / apply_deploy_profile run before rc1's resolve_omni_config
  pops deploy_config (async_omni_engine, cli/serve); the deploy-profile
  selector and the resolve_model_config_path chain it needs stay in
  entrypoints/utils.py; stage_overrides takes rc1's dict type.
- config_factory keeps the lazy diffusion output-type import; the diffusion
  registry import in rc1's new config/resolver.py is made lazy for the same
  WP6 reason (TTS path must not load diffusion).
- requirements: our core/media split kept; rc1's transformers>=5.13 floor
  and kernels==0.16.1 applied in core.txt / media.txt.
- TTS: rc1's split_granularity and bounded seed plus our output_mode=
  codec_tokens, _SessionInbox cancel handling and codec DELTA accumulation;
  our private _conditioning_cache_salt is superseded by rc1's public
  tts_adapters/base.py::conditioning_cache_salt.
- stage_runtime: rc1's single ExitStack G2 path (lock released before READY)
  replaces our two-path block, with the four worker_phase names the init
  profiler consumes still emitted; _cpu_placed / host admission kept.

Not yet run against vLLM 0.29.0: the tests listed in the W6 record.

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
 2026-09-18 09:57:20 +08:00
tzhouamandClaude Fable 5.1 49a839ecf9 [Edge][WP5] Add codec-token streaming mode with on-device decoding 
* qwen3_tts_talker_only pipeline (single terminal LLM_AR stage,
  final_output_type "latent") + vllm_omni/deploy/qwen3_tts_talker_only.yaml;
  a terminal talker publishes its per-step codes.audio rows to the client
  (omni_client_multimodal_output_keys).
* /v1/audio/speech/stream: session.config.output_mode="codec_tokens" streams
  codec.start (JSON) + binary frames (<IHB seq/n_frames/flags + int16 rows,
  vllm_omni/entrypoints/openai/codec_stream.py) + codec.done; new input.cancel
  message aborts an in-flight generation for both codec and PCM sessions
  (single reader task + session inbox replaces direct socket reads); optional
  session.config.seed; audio.done gains "cancelled" only when it happened.
* serving_speech._generate_codec_chunks aligns the cumulative code tensor to
  output token ids (drops prefill placeholder/EOS rows) and emits deltas.
* TTS adapters: supports_codec_stream / codec_stream_spec (Qwen3-TTS: 16
  codebooks, 2048 ids, 12.5 Hz, 24 kHz, decoder qwen3_tts_tokenizer_v2_12hz).
* examples/online_serving/text_to_speech/qwen3_tts/edge_decoder_client.py
  decodes locally with Qwen3TTSTokenizerV2Decoder (ramp schedule, 72-frame
  context, cancel/reset), codec_parity_check.py and
  benchmarks/tts/codec_stream_e2e.py compare against the two-stage server.
* docs/serving/codec_token_streaming.md; CPU unit tests for the wire format,
  alignment, session config and handler (frames, unsupported adapter, cancel);
  L3 e2e tests/e2e/online_serving/test_qwen3_tts_codec_stream.py.

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
 2026-09-09 11:10:13 +08:00
Rakesh KariyaCursorClaude Opus 5
 		2bae550c04 [Frontend] Opt-in WebSocket TTS split_granularity and session seed (#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>
 2026-09-08 19:15:59 -07:00
boatman cdf027874c [Feat][OmniVoice]Support Varlen Attn, Request-Batch and Step-Execution (#6408) 
Signed-off-by: boatman <109857087+sphinxkkkbc@users.noreply.github.com>
 2026-09-08 18:58:38 -07:00
liangmenghuangandClaude Fable 5.1 7a80b79698 [Bugfix][Model] GR00T-N1.7: honor the per-request seed for flow-matching noise (#7253) 
Signed-off-by: liangmengh <liangmengh@nvidia.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
 2026-09-08 15:53:20 +00:00
LHXuuu c9c25b33c3 [Frontend] Add server-side VAD for turn-based omni models (#6618) 
Signed-off-by: LHXuuu <xulianhao.xlh@antgroup.com>
 2026-09-08 03:17:00 -07:00
FredHuangNV 85b0bad2d3 [Frontend][Model] Add Cosmos3 control uploads to video API (#7027) 
Signed-off-by: Fred Huang <frhuang@nvidia.com>
 2026-09-07 01:38:56 -07:00
Max Freedom Pollard 946b843e61 [Doc] Fix markdownlint findings in the serving API reference (#7111) 
Signed-off-by: Max Freedom Pollard <272618364+MaxFreedomPollard@users.noreply.github.com>
 2026-09-06 08:40:10 +08:00
chickeytonClaude Fable 5Gao Han
 		5d7fdf9350 [Core] Graduate MiniCPM-o 4.5 and PersonaPlex full-duplex serving out of experimental (#6196) 
Signed-off-by: chickeyton <ngton2014@gmail.com>
Signed-off-by: Gao Han <hgaoaf@connect.ust.hk>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
 2026-09-05 08:20:21 +00:00
GXINandHongsheng Liu 3ab582c993 [Bugfix][Qwen3-TTS] Reject task mismatches before EngineCore dispatch (#6113) 
Signed-off-by: XIN GAO <1037396230@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-09-02 11:16:55 -07:00
Hongsheng Liuandhsliu_ustc 44c8d1c449 docs: add concise API server endpoint guide (#6114) 
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: hsliu_ustc <hsliu_ustc@noreply.gitcode.com>
 2026-09-01 20:34:09 +08:00
AuFlowandHongsheng Liu 49c6fc1540 [Frontend] Add configurable output sample rate to Speech API (#6553) 
Signed-off-by: 郑倩倩 <2458983186@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-09-01 17:25:09 +08:00
Yueqian LinandYueqian Lin 8cfede4309 [Perf][Engine] Event-driven orchestration loop (opt-in) — S1 of #4855 (#5221) 
Signed-off-by: Yueqian Lin <gao@yueqian.us>
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Yueqian Lin <gao@yueqian.us>
 2026-08-26 22:15:25 +08:00
Pranav ThakurandZhou Taichang 53b60bd9bc [Bugfix] Invalidate stale ref_audio cache on local file modification (#4873) (#5670) 
Signed-off-by: pranavthakur0-0 <pranavthakurdew@gmail.com>
Co-authored-by: Zhou Taichang <tzhouam@connect.ust.hk>
 2026-08-25 10:06:32 +08:00
MaciejBalaNV b3270dec8d Cosmos3 transfer fix (#5614) 
Signed-off-by: Maciej Bala <mbala@nvidia.com>
 2026-08-20 11:40:51 -07:00
KristofferandHongsheng Liu 718d9a4cd7 [Bugfix] Return diffusion metrics for image-edit endpoint (#5999) 
Signed-off-by: Kristoffer <kristoffer.torp@amd.com>
Signed-off-by: kTorp <kristorp@amd.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-20 15:28:55 +00:00
Yukim1 6f55a06fab [Docs] Remove stale stage config references (#6270) 
Signed-off-by: zwhzzz0821 <2831474076@qq.com>
 2026-08-20 07:09:12 +08:00
JackyLiuandHongsheng Liu d7216ef514 Add speech token usage headers (#4499) 
Signed-off-by: JackyLiu <lzwgre@126.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-18 06:53:06 +08:00
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
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
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
Ricardo Noriega 68a992060b [Bugfix] Fix audio.format parameter silently ignored in chat completions (#4718) 
Signed-off-by: Ricardo Noriega De Soto <rnoriega@redhat.com>
 2026-07-16 00:17:02 -06:00
Hongsheng Liuandhsliu_ustc 625892032b [Doc] Standardize serving names and identifiers (#5081) 
Signed-off-by: hsliu_ustc <hsliu_ustc@noreply.gitcode.com>
Co-authored-by: hsliu_ustc <hsliu_ustc@noreply.gitcode.com>
 2026-07-13 23:59:42 +08:00
faceless void 11f6a0b72e Make speech streaming default to SSE (#4679) 
Signed-off-by: syd520zy <529477025@qq.com>
 2026-06-30 02:17:24 +00:00
Yueqian LinandSy03 b66cd024b9 [Bugfix] Fix /v1/audio/speech usage token accounting for Qwen3-TTS (#4646) (#4673) 
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Sy03 <1370724210@qq.com>
 2026-06-27 06:13:31 +08:00
Sy03 c39ac9fffd [Bugfix] Stream Qwen3-TTS WebSocket input as one request (#4731) 
Signed-off-by: Sy03 <1370724210@qq.com>
 2026-06-26 07:48:30 +00:00
rongfu.lengandGao Han a2d1dafc65 [Feature] add a new response_format is file type when image generate (#1673) 
Signed-off-by: rongfu.leng <lenronfu@gmail.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
 2026-06-24 09:04:13 +08:00
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
Ian Eaves 951ae28eb0 [Frontend] Configurable video storage backends with TTL (#2531) 
Signed-off-by: Ian Eaves <ian.k.eaves@gmail.com>
 2026-06-19 17:41:22 -06:00
Yueqian Lin 208932210f [Chore][TTS] Reference recipes.vllm.ai recipes, remove dead code, and fix stale references (#4567) 
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
 2026-06-19 15:05:26 +08:00
hurukawaYueqian LinSy03
 		152343d5fb Feat: non_streaming_mode for Qwen3-TTS Base Models During Online Inference (#4198) 
Signed-off-by: nagisa-kun <1434936049@qq.com>
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Sy03 <1370724210@qq.com>
 2026-06-11 22:15:05 +00:00
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
Lokesh 176b00538c [Model] Support languages added by fine-tuned Qwen3-TTS checkpoints (#4210) 
Signed-off-by: lokesh <lokesh.v9911@gmail.com>
 2026-06-07 10:10:40 -06:00
Sy03Dan250124Yueqian LinYueqian Lin
 		d4c139508f [Feature] Add precomputed custom voices and Qwen3-TTS ref-context cache (#3492) 
Signed-off-by: Sy03 <1370724210@qq.com>
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Dan250124 <416947747@qq.com>
Co-authored-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
 2026-05-31 17:51:24 +00:00
rongfu.leng 6ea66f8ed0 fix image edit docs about use error image url (#3873) 
Signed-off-by: rongfu.leng <lenronfu@gmail.com>
 2026-05-28 01:29:57 +00:00
TaffyOfficialandTaffyOfficial 3c48257f8d [Feat][HunyuanImage3] Stream AR text for IT2I image edits (#3723) 
Signed-off-by: TaffyOfficial <2324465096@qq.com>
Co-authored-by: TaffyOfficial <2324465096@qq.com>
 2026-05-27 12:27:11 +12:00
Yueqian Lin fc8486cf20 [Doc][TTS] CosyVoice3 online docs + residual TTS yaml cleanup + remove VoxCPM v1 (#3748) 
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
 2026-05-20 15:24:06 +08:00
bjf-frzandbjfwhite 1fa734419e [Refactor]Rename diffusion benchmark backend to endpoint (#3137) 
Signed-off-by: bjf-frz <frz123db@gmail.com>
Signed-off-by: bjfwhite <baijingfan1@huawei.com>
Co-authored-by: bjfwhite <baijingfan1@huawei.com>
 2026-05-19 11:30:33 +08:00
Sy03 2c73cf3522 [Perf] Fix Qwen3-TTS latency regression (#3485) 
Signed-off-by: Sy03 <1370724210@qq.com>
 2026-05-10 23:07:38 +00:00
Juan Pablo ZuluagaandJuanPZuluaga b64ab05d09 [TTS][SpeakerCacheManager] A global speaker cache manager for Voice Cloning (#2630) 
Signed-off-by: JuanPZuluaga <juanz9312@gmal.com>
Co-authored-by: JuanPZuluaga <juanz9312@gmal.com>
 2026-05-05 10:53:45 -04:00
Yueqian Lin 703e31fc47 [Docs] Consolidate per-model TTS examples into a single hub (#3234) 
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
 2026-05-05 08:41:29 +12:00
Ekagra RanjanCopilotYueqian LinYueqian Lin
 		4c2bea782e Fix "Add online serving to Stable Audio Diffusion and introduce v1/audio/generate endpoint" (#1794) 
Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com>
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
Co-authored-by: Yueqian Lin <linyueqian@outlook.com>
 2026-04-28 18:06:57 +00:00
Hongsheng Liu 7a8b428bdb Revert "[Doc][Frontend][Model][VoxCPM2] Support instructions and per-request cfg_value" (#3204) 2026-04-28 14:29:49 +08:00
Alfian FirmansyahandHongsheng Liu 1069a144a8 [Doc][Frontend][Model][VoxCPM2] Support instructions and per-request cfg_value (#3118) 
Signed-off-by: gnomefin <alfian@uselevers.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-04-28 11:24:04 +08:00
Sy03shimei.jmhSYLAR
 		7b876324c2 [Feature] Streaming video input with EVS frame filtering (RFC #2201 Phase 2-4) (#2342) 
Signed-off-by: Sy03 <1370724210@qq.com>
Co-authored-by: shimei.jmh <shimei.jmh@taobao.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
 2026-04-24 22:54:35 +08:00
Yueqian LinandSYLAR 3f504b45d2 [Config Refactor] Migrate 5 TTS models (VoxCPM2 / CosyVoice3 / MiMo Audio / Voxtral TTS / Fish Speech S2 Pro) to Pipeline + Deploy schema (#2958) 
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
 2026-04-21 21:17:53 +08:00
SYLARreidliu41xiaohajiayouAlex BrooksHongsheng Liu
 		a3903810fe [Config Refactor][2/N] Pipeline + Deploy Config Schema (#2383) 
Signed-off-by: lishunyang <lishunyang12@163.com>
Signed-off-by: reidliu41 <reid201711@gmail.com>
Signed-off-by: Alex Brooks <albrooks@redhat.com>
Co-authored-by: reidliu41 <reid201711@gmail.com>
Co-authored-by: xiaohajiayou <75477391+xiaohajiayou@users.noreply.github.com>
Co-authored-by: Alex Brooks <albrooks@redhat.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-04-19 14:36:00 +12:00
LancerandHongsheng Liu bf64a6b841 [Feature] Flux2 klein inpaint (#1180) 
Signed-off-by: Lancer <maruixiang6688@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-04-17 07:55:00 +08:00
+11
Juan Pablo ZuluagaJuanPZuluagaYi LiuHongsheng LiuCanlin GuoBinh TangBinh TangDidan Dengrein yangzhumingjue138ChenWenjingvraiti汪志鹏Sy03chickeytonJerry SongLidang JiangClaude Opus 4.6Alex BrookslinyueqianYueqian Lin
 		f50c5a413f [Qwen3TTS] [TTS] [Feat] Refactor voice cache manager (#2108) 
Signed-off-by: JuanPZuluaga <juanz9312@gmal.com>
Signed-off-by: yiliu30 <yi4.liu@intel.com>
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Signed-off-by: Binh Tang <tangbinhna@gmail.com>
Signed-off-by: Binh Tang <binht@netflix.com>
Signed-off-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
Signed-off-by: Rein Yang <ruiruyang2@gmail.com>
Signed-off-by: CHEN <116010019@link.cuhk.edu.cn>
Signed-off-by: vraiti <vraiti@redhat.com>
Signed-off-by: Songrui625 <songrui625@gmail.com>
Signed-off-by: Lidang Jiang <lidangjiang@gmail.com>
Signed-off-by: Lidang-Jiang <lidangjiang@gmail.com>
Signed-off-by: Alex Brooks <albrooks@redhat.com>
Co-authored-by: JuanPZuluaga <juanz9312@gmal.com>
Co-authored-by: Yi Liu <yi4.liu@intel.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Canlin Guo <canlinguosdu@gmail.com>
Co-authored-by: Binh Tang <tangbinhna@gmail.com>
Co-authored-by: Binh Tang <binht@netflix.com>
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
Co-authored-by: rein yang <73573651+R2-Y@users.noreply.github.com>
Co-authored-by: zhumingjue138 <zhumingjue@huawei.com>
Co-authored-by: ChenWenjing <54166744+Shirley125@users.noreply.github.com>
Co-authored-by: vraiti <vraiti@redhat.com>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: Sy03 <1370724210@qq.com>
Co-authored-by: chickeyton <ngton2014@gmail.com>
Co-authored-by: Jerry Song <46962917+Songrui625@users.noreply.github.com>
Co-authored-by: Lidang Jiang <119769478+Lidang-Jiang@users.noreply.github.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Alex Brooks <albrooks@redhat.com>
Co-authored-by: linyueqian <linyueqian@outlook.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
 2026-04-03 16:51:58 -04:00