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73 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  our private _conditioning_cache_salt is superseded by rc1's public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
Shaun WalshClaude Opus 4.6Nick Cao
 		0e602509aa [BugFix] Add field validators for /v1/audio/generate request (#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>
 2026-09-09 13:38:42 +00:00
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
ZacheryAU b1ec136bd7 [Frontend] Add omni benchmark support for image and video endpoints (#4728) 2026-09-08 09:28:21 +08:00
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
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
Alex Brooks 0eb47b76d0 [Bugfix] Handle DoS Overflow Cases (#6598) 
Signed-off-by: Alex Brooks <albrooks@redhat.com>
 2026-08-25 16:09:03 +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
Alex Brooks fe54ecc388 [Frontend] Loosen Validation for TTS Models with No Uploaded Speakers (#5878) 
Signed-off-by: Alex Brooks <albrooks@redhat.com>
 2026-08-14 17:05:11 -06:00
王金旭xuruiClaude Opus 4.8
 		9b0df3909a [Feature] timestamps for TTS via a forced-aligner pooling (#4795) 
Signed-off-by: wjinxu <1299461899@qq.com>
Co-authored-by: xurui <xurui1@modelbest.onaliyun.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
 2026-08-12 05:33:34 +00:00
Sy03andYueqian Lin 58007c0084 [New Model] Support IndexTTS 2.5 (#5957) 
Signed-off-by: Sysy <1370724210@qq.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
 2026-08-11 23:00:35 +00:00
Mu GuanLin d8c35663b4 [Model][Feat] Support Minimax-H3 quality grading requests through dynamic loading/unloading with Cache-DiT (#5853) 
Signed-off-by: mglyn <1203789601@qq.com>
 2026-08-07 09:07:23 +00:00
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
SYLARandlishunyang12 6e8c279a68 [Bugfix] Match image file metadata to output format (#5619) 
Signed-off-by: lishunyang12 <lishunyang03@gmail.com>
Co-authored-by: lishunyang12 <lishunyang03@gmail.com>
 2026-08-01 15:09:27 +00:00
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
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
Kotaro Kikuchi 46f10478dc [Bugfix] Qwen-Image-Layered: allow layers=2 to match upstream demo (#4777) 
Signed-off-by: Kotaro Kikuchi <ktrk115@gmail.com>
 2026-07-04 03:06:24 +00:00
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
+2
faceless voidNick CaoChendi.XueHongsheng LiuKristofferJunhong LiulishunyangCopilot Autofix powered by AIHyoseop SongZhou TaichangAliciaamy-why-3459
 		ec4ec0f604 Add SSE stream_format support for audio speech streaming (#4490) 
Signed-off-by: syd520zy <529477025@qq.com>
Signed-off-by: faceless void <100186390+syd520zy@users.noreply.github.com>
Signed-off-by: Nick Cao <ncao@redhat.com>
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
Signed-off-by: kTorp <Kristoffer.Torp@amd.com>
Signed-off-by: Junhong Liu <98734602+LJH-LBJ@users.noreply.github.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Signed-off-by: Hyoseop Song <crad_on25@naver.com>
Signed-off-by: Hyoseop Song  <crad_on25@naver.com>
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
Co-authored-by: Nick Cao <ncao@redhat.com>
Co-authored-by: Chendi.Xue <chendi.xue@intel.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Kristoffer <kristoffer.torp@amd.com>
Co-authored-by: Junhong Liu <ljh_lbj@163.com>
Co-authored-by: lishunyang <lishunyang12@163.com>
Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Hyoseop Song <crad_on25@naver.com>
Co-authored-by: Zhou Taichang <tzhouam@connect.ust.hk>
Co-authored-by: Alicia <115451386+congw729@users.noreply.github.com>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-06-22 06:42:25 +00:00
王金旭CursorClaude Opus 4.8
 		ad07f98b73 [Feat] Streaming TTS word-level timestamps via forced aligner (#4034) 
Signed-off-by: wjinxu <1299461899@qq.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
 2026-06-22 04:51:45 +00:00
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
akshatvishuandHongsheng Liu 2fa4c7a4a9 [Model] Add Ming-omni-tts dense 0.5B pipeline (#2906) 
Signed-off-by: akshatvishu <akshatnayak197@gmail.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-06-10 20:11:04 +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
Yuekai ZhangandYueqian Lin 82e74ce972 [TTS][New Model] support bosonai/higgs-audio-v3-tts-4b (#4169) 
Signed-off-by: Yuekai Zhang <zhangyuekai@foxmail.com>
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Yueqian Lin <linyueqian@outlook.com>
 2026-06-06 15:59:12 +00:00
ZacheryAU bfc7cedcf1 Benchmark data statistics for each stage of omni models (#3628) 
Signed-off-by: ZacheryAU <70869627+ZacheryAU@users.noreply.github.com>
 2026-06-04 21:43:35 +08:00
bastefaniakMaciej Balalishunyang12SYLAR
 		706bad253d Add Cosmos3 action modality (#4102) 
Signed-off-by: Maciej Bala <mbala@nvidia.com>
Signed-off-by: Bartosz Stefaniak <bstefaniak@nvidia.com>
Signed-off-by: lishunyang12 <lishunyang12@163.com>
Co-authored-by: Maciej Bala <mbala@nvidia.com>
Co-authored-by: lishunyang12 <lishunyang12@163.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
 2026-06-03 19:30:39 +00:00
MaciejBalaNVBartosz Stefaniaklishunyang12
 		40b2959183 Add Cosmos3 sound generation (#4073) 
Signed-off-by: Maciej Bala <mbala@nvidia.com>
Signed-off-by: lishunyang12 <lishunyang12@163.com>
Signed-off-by: Bartosz Stefaniak <bstefaniak@nvidia.com>
Co-authored-by: Bartosz Stefaniak <bstefaniak@nvidia.com>
Co-authored-by: lishunyang12 <lishunyang12@163.com>
 2026-06-03 00:51:44 +00:00
Zhang JianandCanlin Guo b550709bba [TTS][Model] support MOSS-TTS series (#3420) 
Signed-off-by: Zhang <jianmusings@gmail.com>
Signed-off-by: Zhang Jian <jianmusings@gmail.com>
Signed-off-by: jian <jianmusings@gmail.com>
Signed-off-by: Canlin Guo <961750412@qq.com>
Co-authored-by: Canlin Guo <961750412@qq.com>
 2026-06-02 15:46:01 +08:00
MaciejBalaNVSYLARlishunyang12
 		bc794e625f Add Cosmos3 model support (#3454) 
Signed-off-by: Maciej Bala <mbala@nvidia.com>
Signed-off-by: MaciejBalaNV <mbala@nvidia.com>
Signed-off-by: lishunyang12 <lishunyang12@163.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
Co-authored-by: lishunyang12 <lishunyang12@163.com>
 2026-06-02 04:04:31 +08:00
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
Yuekai ZhangClaude Opus 4.7Yueqian Lin
 		8f45e68bcd [Higgs-Audio] bosonai/higgs-audio-v2-generation-3B-base TTS model support (#3762) 
Signed-off-by: Yuekai Zhang <zhangyuekai@foxmail.com>
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
 2026-05-25 23:16:07 +08:00
skf 90ed618b5a [Bugfix] Align Offline and Online Inference (#3506) 2026-05-22 16:08:04 +08:00
Jie LiuandYueqian Lin 90f5b3c3a1 Update streaming_speech_client.py to solve Qwen/Qwen3-TTS-12Hz-0.6B-CustomVoice voice problem (#3380) 
Signed-off-by: Jie Liu <33612777+keeper-jie@users.noreply.github.com>
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Yueqian Lin <linyueqian@outlook.com>
 2026-05-14 20:43:05 -07:00
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
Yiyang "Ian" LiuCopilotYueqian Lin
 		62c86c9d62 [Bugfix] Add seed support to TTS API for deterministic Fish Speech voice generation (#2624) 
Signed-off-by: Yiyang Liu <yiyangliu@microsoft.com>
Signed-off-by: Yiyang Liu <37043548+ianliuy@users.noreply.github.com>
Signed-off-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
 2026-04-26 19:15:30 +00:00
FrosterHanandhx02481871@antgroup.com 9a1270e6cc fix generations reponse body (#3094) 
Signed-off-by: hx02481871@antgroup.com <hx02481871@antgroup.com>
Co-authored-by: hx02481871@antgroup.com <hx02481871@antgroup.com>
 2026-04-25 10:17:44 +08:00
Chen-Yo SunandYueqian Lin 8e1bbc9ab5 [Feature][Voxtral TTS] Support per-model extra sampling params & add cfg_alpha for Voxtral TTS (#2338) 
Signed-off-by: Chen-Yo Sun <chenyo.sun@mistral.ai>
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Yueqian Lin <linyueqian@outlook.com>
 2026-04-22 03:49:50 +00:00
Daniel HuangChenguang ZhengZhou TaichangHongsheng Liubjf-frz
 		52b53367ef [Enhancement] Engine runtime errors (#2426) 
Signed-off-by: Daniel Huang <daniel1.huang@intel.com>
Signed-off-by: Daniel Huang <pilotflyer824@gmail.com>
Signed-off-by: bjf-frz <frz123db@gmail.com>
Co-authored-by: Chenguang Zheng <645327136@qq.com>
Co-authored-by: Zhou Taichang <tzhouam@connect.ust.hk>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: bjf-frz <frz123db@gmail.com>
 2026-04-21 14:46:05 +08:00
WeiQing Chen 6c6551dff8 [Feature] feat: add video frame interpolation postprocess (#2555) 
Signed-off-by: David Chen <530634352@qq.com>
 2026-04-15 11:52:20 +08:00
bjf-frz fbb5dd5794 [Bugfix]: modify diffusion pipeline profiler result in videos (#2647) 
Signed-off-by: bjf-frz <frz123db@gmail.com>
 2026-04-10 16:48:06 +08:00
Markus / Markandmarksverdhai feefdaee9f [Bugfix] Accept 'speaker' as alias for 'voice' in TTS speech API (#2424) 
Signed-off-by: marksverdhei <marksverdhei@hotmail.com>
Signed-off-by: marksverdhai <249650165+marksverdhai@users.noreply.github.com>
Co-authored-by: marksverdhai <249650165+marksverdhai@users.noreply.github.com>
 2026-04-07 15:07:01 +00:00
skf 9584dd6e69 [HunyuanImage3] Align system_prompt support with official implementation (#2270) 
Signed-off-by: skf1999 <13234016272@163.com>
 2026-04-07 15:37:17 +08:00
WeiQing Chen 1ca942999a [Bugfix] fix: validate layered image layers range (#2334) 
Signed-off-by: David Chen <530634352@qq.com>
 2026-03-30 21:27:09 +08:00