 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 |
|
|
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 |
|
|
|
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 |
|
|
|
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 |
|
|
|
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 |
|
|
|
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 |
|
|
|
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 |
|
|
|
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
|
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 |
|
|
|
d96d63cb7f
|
[Doc] Improve diffusion generation parameter docs for online serving (#2051)
Signed-off-by: samithuang <285365963@qq.com>
Signed-off-by: Samit <285365963@qq.com>
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Co-authored-by: Zeyu Huang | 黃澤宇 <11222265+fhfuih@users.noreply.github.com>
Co-authored-by: gcanlin <canlinguosdu@gmail.com>
|
2026-03-26 15:12:16 +00:00 |
|
|
Juan Pablo ZuluagaandYueqian Lin
|
574ec99ef4
|
[Qwen3TTS][ServingSpeech] Bugfix/voice upload and add optional ref_text (#2046)
Signed-off-by: JuanPZuluaga <juanz9312@gmail.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
|
2026-03-26 14:26:52 +00:00 |
|
|
dsinghvi
|
e7e05a55cf
|
[Feature] Speech batch entrypoint (#1701)
Signed-off-by: dsinghvi <divyanshsinghvi@gmail.com>
Signed-off-by: Divyansh Singhvi <divyanshsinghvi@gmail.com>
|
2026-03-24 10:52:01 -04:00 |
|
|
Patrick von Platen
|
c1c0a5b3cd
|
[Voxtral] Improve example (#2045)
Signed-off-by: Patrick von Platen <patrick.v.platen@gmail.com>
|
2026-03-21 05:27:43 +00:00 |
|
|
Chen-Yo Sun
|
e9fe78e28c
|
[Model] Add Voxtral TTS model (#1803)
Signed-off-by: Chen-Yo Sun <chenyo.sun@mistral.ai>
|
2026-03-19 16:02:11 -04:00 |
|