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241 Commits
Author SHA1 Message Date
tzhouamandClaude Fable 5.1 c893b638ad [Edge][WP5] Accumulate per-step codec delta rows (DELTA mode delivers only the newest row) 
Measured after the DELTA fix: 53 engine outputs for 52 rows, but the client
still received everything at once because each per-step payload is the newest
row only and the row alignment treated it as a cumulative snapshot (one yield
at the first row, one at the end). accumulate_codec_rows folds delta rows and
the final consolidated matrix into one growing matrix; unit test drives the
generator with per-step deltas and asserts one yield per step.

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
 2026-09-09 16:45:24 +08:00
tzhouamandClaude Fable 5.1 380e8022dd [Edge][WP5] Normalize DELTA-mode codec snapshots (list of cumulative code matrices) before row alignment 
Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
 2026-09-09 16:31:56 +08:00
tzhouamandClaude Fable 5.1 b22dabe270 [Edge][WP5] Keep DELTA outputs for talker-only (codec-token) deployments 
The speech path forced FINAL_ONLY for Qwen3-TTS deployments without async
chunks, so a talker-only server emitted one engine output per request and all
codec frames arrived at once (measured: 1 engine output per request, first
codes at output #1). A talker-only stage (final_output + latent) now keeps
DELTA outputs so codec frames stream per step.

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
 2026-09-09 16:21:31 +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
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
Mengjie ZhaoandCursor e8526cc552 [CI/Build] Stabilize Qwen3-TTS speaker-embedding tests against miss-EOS flake (#6924) 
Signed-off-by: Mengjie Zhao <zmj0129@gmail.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-09-06 07:44:23 +00:00
Samit 44d3ae100a [Bugfix][Diffusion] Fuse distilled LoRA weights before HSDP sharding (#6948) 
Signed-off-by: samithuang <285365963@qq.com>
Signed-off-by: Samit <285365963@qq.com>
 2026-09-06 01:29:59 +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
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
BruceLoveDecimalandClaude Opus 5 1e74807c35 [Feature][Moss-TTS] Reference Audio Preprocessing (#4982) 
Signed-off-by: BruceLoveDecimal <39156883+BruceLoveDecimal@users.noreply.github.com>
Signed-off-by: liuqihao <liuqihao970610@gmail.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
 2026-09-04 16:36:26 -07:00
LOGO127 b6b992ac7b [Bugfix] Fix Higgs Audio v3 voice-clone token validation (#7065) 
Signed-off-by: luozijian <luozijian0924@gmail.com>
 2026-09-04 16:06:47 -07:00
boatman 348fd0fc07 [Feat][dots.tts] Add Online Serving Support (#6235) 
Signed-off-by: boatman <109857087+sphinxkkkbc@users.noreply.github.com>
 2026-09-04 14:44:10 -07:00
Mu GuanLin 1dae537313 [Bugfix][LTX] Restore distilled two-stage video serving (#6847) 
Signed-off-by: mglyn <1203789601@qq.com>
 2026-09-03 18:48:43 +08:00
Eugene Zhao ec22c7ac06 [Bugfix] Restore Omni health route ownership (#6723) 
Signed-off-by: qujing226 <qujing226@gmail.com>
Signed-off-by: Eugene Zhao <113281545+qujing226@users.noreply.github.com>
 2026-09-03 00:54:36 -07:00
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
wangyu d5fd9eb6bb [Bugfix][Diffusion] Register Sana I2V pipeline as video output (#6953) 
Signed-off-by: wangyu <410167048@qq.com>
 2026-09-02 23:16:58 +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
Gao Han 705e781b0e [Bugfix][MiniCPM-o] Checkpoint playback before final input commit (#6821) 
Signed-off-by: Gao Han <hgaoaf@connect.ust.hk>
 2026-08-31 15:18:29 +00:00
汪志鹏andHongsheng Liu 86b85c078b [Feature][MiniMax-H3] Fuse the FastH3 four-step adapter at load time (#6714) 
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-31 12:04:58 +08:00
akshatvishu f321cdbe16 [Bugfix] Use Seed-TTS reference audio with MiniCPM-o 4.5 (#6628) 
Signed-off-by: akshatvishu <akshatnayak197@gmail.com>
 2026-08-31 10:27:34 +08:00
SYLAR 759aa4ffeb [Diffusion][Performance] Optimize MiniMax-H3 video output transfer (#6824) 
Signed-off-by: lishunyang12 <lishunyang12@163.com>
 2026-08-31 07:07:34 +08:00
mokekeandmokashliu 1a9d598d2b [Frontend] Encode interleaved video frames in parallel (#6776) 
Signed-off-by: mokashliu <mokashliu@tencent.com>
Co-authored-by: mokashliu <mokashliu@tencent.com>
 2026-08-31 07:04:27 +08:00
Sy03Nathan PriceEric
 		21dd4b33ac [Bugfix][MiniCPM-o] Stabilize native duplex streaming and Stage-1 handoffs (#6529) 
Signed-off-by: Sy03 <1370724210@qq.com>
Co-authored-by: Nathan Price <nathan@abridge.com>
Co-authored-by: Eric(Qun) <186020953+0xtoward@users.noreply.github.com>
 2026-08-29 13:05:24 -07:00
Sy03 3adee400a0 [Bugfix][Qwen3-TTS] Handle codec generations that exhaust their token budget (#6728) 
Signed-off-by: Sy03 <1370724210@qq.com>
 2026-08-29 08:59:05 -07:00
Honghan Zhuandamy-why-3459 72a1ce488b [Bugfix] Avoid invalid TPOT metrics (#6696) 
Signed-off-by: zhuhh97 <zhuhonghan@huawei.com>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-08-29 11:56:37 +00:00
Jiatai Wang f66f05633c [Bugfix] Honor request seed in MOSS-TTS adapters (#6543) 
Signed-off-by: JiataiWang <wangjiatai@proton.me>
 2026-08-28 22:44:13 -07:00
Zhang BowenandHongsheng Liu 46cfa8435b [Model][Frontend] MiniMax-H3: Parallelize MP4 response frame conversion (#6499) 
Signed-off-by: MosCloud <bwzhang1991@163.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-28 21:22:00 -06:00
Honghan Zhu f584729f24 [BugFix] Fix local media access for diffusion speech (#6622) 
Signed-off-by: zhuhh97 <zhuhonghan@huawei.com>
 2026-08-29 02:01:24 +00:00
Sy03 009b992c5b [Bugfix][MiniCPM-o] Isolate duplex handoff failures and barge-in (#6170) 
Signed-off-by: Sy03 <1370724210@qq.com>
 2026-08-28 15:46:41 +08:00
Canlin Guolishunyang12yuanwu
 		b6a4baa659 [Feature] Support text encoder Disaggregation for H3 (#5885) 
Signed-off-by: Canlin Guo <canlinguosdu@gmail.com>
Signed-off-by: lishunyang12 <lishunyang12@163.com>
Signed-off-by: yuanwu <yuan.wu@intel.com>
Co-authored-by: lishunyang12 <lishunyang12@163.com>
Co-authored-by: yuanwu <yuan.wu@intel.com>
 2026-08-28 14:27:05 +08:00
Eugene Zhao f8f8aa8eb7 [Bugfix] Honor stage selection in online profiler endpoints (#6609) 
Signed-off-by: qujing226 <qujing226@gmail.com>
 2026-08-28 11:41:47 +08:00
NATUREandamy-why-3459 262ff14693 [Bugfix][MiniCPM-o] Bound native auto-response continuation (#6630) 
Signed-off-by: natureofnature <wzliu@connect.hku.hk>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-08-27 19:51:47 +08:00
Sy03andsy03 432b2c6ca3 [Model] Add native full-duplex Nemotron VoiceChat serving (#6089) 
Signed-off-by: Sysy <1370724210@qq.com>
Signed-off-by: sy03 <137072421@qq.com>
Co-authored-by: sy03 <137072421@qq.com>
 2026-08-26 13:19:20 -07:00
Anurag 91dd7fcaec [Bugfix] Reject instructions changes on locked native duplex sessions (#6318) 
Signed-off-by: ANURAG KANADE <anuragkanade6@gmail.com>
 2026-08-26 16:50:31 +00:00
psv666andamy-why-3459 5ec576ab4c [Bugfix] Fix missing Realtime audio completion (#6564) 
Signed-off-by: psv666 <2693925048@qq.com>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-08-26 18:27:25 +08:00
amy-why-3459 5de6f7c37a [Bugfix][MiniCPM-o] Serve native duplex from shipping YAMLs and fence… (#6619) 
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-08-26 10:56:51 +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
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
wangyuandamy-why-3459 4af0ddc1c2 [Test] Cleanup for helpers (#6523) 
Signed-off-by: wangyu <410167048@qq.com>
Signed-off-by: [Your Name] <your.email@example.com>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-08-25 09:10:17 +08:00
boatmanandHongsheng Liu 3781214675 [Refactor] Move model-specific capability metadata into TTS adapters (#6138) 
Signed-off-by: boatman <109857087+sphinxkkkbc@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-22 14:26:49 +08:00
Zhang BowenandHongsheng Liu 4882a36c41 [Model][Frontend] MiniMax-H3: Add opt-in planar video response encoding (#6288) 
Signed-off-by: MosCloud <bwzhang1991@163.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-22 04:04:14 +00:00
Ian Eaves 5730af0a95 [Bugfix] Preserve prompt token usage details (#5181) 
Signed-off-by: Ian Eaves <ian.k.eaves@gmail.com>
 2026-08-20 20:05:05 +00:00
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
herotai214 ac0067078b [Tests][Refactor] P0.1: Add API server surface guardrails (#6202) 
Signed-off-by: herotai214 <herotai214@gmail.com>
 2026-08-19 07:20:18 +00:00
Sy03 26e003715c [Perf] Enable async schedule for MOSS-TTS (#6241) 
Signed-off-by: Sy03 <1370724210@qq.com>
 2026-08-19 06:36:19 +00:00
BruceLoveDecimaland汪志鹏 adf6d0c1ea [Model] Add SANA-WM support(Stage-1 only) (#4061) 
Signed-off-by: BruceLoveDecimal <liuqihao970610@gmail.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Signed-off-by: liuqihao <liuqihao970610@gmail.com>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
 2026-08-18 23:57:55 -06:00
Doug Smith 07ceb3324a [BugFix][TTS] Move user input from INFO to DEBUG in TTS/audio log lines (#6329) 2026-08-18 16:22:11 -06:00
Yueqian Lin b283215c28 [Model] Add MiniMax Music 3 text-to-music (#6186) 
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
 2026-08-18 04:33:13 +00:00
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