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239 Commits
Author SHA1 Message Date
tzhouamandClaude Fable 5.1 b8d1e44ebe [Edge][WP5] Codec stream diagnostics: per-request output/codes counters, client saves received codes, offline parity diag 
Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
 2026-09-09 16:02:02 +08:00
tzhouamandClaude Fable 5.1 536866b916 [Edge] Classify and document the edge env vars; fix the client decoder call 
- environment_variable_inventory: VLLM_OMNI_CPU_INDUCTOR / HW_PROFILE /
  INIT_TIMELINE / STEP_STATS_DIR (public), STAGE_ID / INIT_TIMELINE_DIR
  (internal); reference page rows added.
- edge_decoder_client.LocalDecoder: batched_chunked_decode takes a [B, Q, F]
  tensor, not a list (the WP5 e2e run failed with a TypeError); the decoder
  now also carries the ramp schedule attributes the Code2Wav stage sets.

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
 2026-09-09 15:22:52 +08:00
tzhouamandClaude Fable 5.1 580a201631 [Edge][WP4] Windowed Code2Wav decoder export (torch.export / ExecuTorch) + client backend; results summarizer 
vllm_omni/edge/decoder_export.py exports a stateless windowed decoder (context
72 frames + chunk, one program per ramp chunk size) via torch.export (.pt2,
verified here on CPU for chunks 2 and 25 with the real 0.6B decoder: exact
match vs eager, 460 MB fp32 per program) or ExecuTorch XNNPACK (.pte; written
against the executorch 1.x API, not executed: package not installed, install
is permission gated; QNN partitioner export-only/unverified). The WP5 client
gains --decoder-backend executorch --pte-manifest for phone/NPU targets.
benchmarks/tts/edge_results/summarize.py renders all committed JSON as tables.

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
 2026-09-09 15:02:19 +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
BruceLoveDecimal 5cd925631c [Feature][LingBot World]stepwise execution (#6844) 
Signed-off-by: BruceLoveDecimal <liuqihao970610@gmail.com>
Signed-off-by: liuqihao <liuqihao970610@gmail.com>
 2026-09-07 13:38:23 +08:00
SYLAR ea3cf99894 [diffusion][feature] Add component-selective offload policies (#5929) 
Signed-off-by: lishunyang12 <lishunyang12@163.com>
 2026-09-06 05:40:09 +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
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
ZhanshenzhuiandSy03 48ae412a2f [model]Add experimental Mage-VL full-duplex adapter and offline integration (#6537) 
Signed-off-by: Zhanshenzhui <99891002+zyforsure@users.noreply.github.com>
Co-authored-by: Sy03 <1370724210@qq.com>
 2026-09-02 20:25:32 -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
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
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
amy-why-3459 da94c3ebe1 [Bugfix][MiniCPM-o] Bind omni-duplex video frames to the unit they close (#6404) 
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-08-28 16:58:20 +08:00
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
Zhanshenzhuiandamy-why-3459 c6df39e9f7 [Benchmark][MiniCPM-o] Add Omni-DuplexEval support (#6634) 
Signed-off-by: Zhanshenzhui <99891002+zyforsure@users.noreply.github.com>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-08-27 16:31:50 +08:00
Zheng Wengangandamy-why-3459 94b1546ce3 [Model] Qwen3-Omni: register thinker-only pipeline for Instruct serve (#6284) 
Signed-off-by: ZhengWG <zwg0606@gmail.com>
Signed-off-by: Zheng Wengang <zwg0606@gmail.com>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-08-27 08:21:03 +00:00
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
NATURE 497c537c6f [Benchmark] Add local OmniInteract realtime benchmark (#6522) 
Signed-off-by: natureofnature <wzliu@connect.hku.hk>
 2026-08-25 15:32:58 +00:00
Jae 72beeaee86 [Misc] move text-to-audio online examples to a unified folder (#4807) 
Signed-off-by: zzehli <jaeli_ottawa@outlook.com>
 2026-08-25 22:02:26 +08:00
leoandleo 50b8a150f9 [Model] Add native SANA-Video 2B T2V and I2V support (#5508) 
Signed-off-by: leo <92263211+napleon-liu@users.noreply.github.com>
Signed-off-by: leo <92263211+liuyao0322@users.noreply.github.com>
Signed-off-by: liuyao0322 <yaoliu548926@gmail.com>
Co-authored-by: leo <92263211+napleon-liu@users.noreply.github.com>
 2026-08-25 09:46:02 +08:00
wangyu 1e2a6446f7 [CI] Remove AudioX and MammothModa2 support (#6353) 
Signed-off-by: wangyu <410167048@qq.com>
 2026-08-23 04:22:05 +00:00
wangyu 2e096788a6 [CI]Remove SoulX-Singer support (#6362) 
Signed-off-by: wangyu <410167048@qq.com>
 2026-08-23 07:16:32 +08:00
Yukim1 6f55a06fab [Docs] Remove stale stage config references (#6270) 
Signed-off-by: zwhzzz0821 <2831474076@qq.com>
 2026-08-20 07:09:12 +08:00
Yichen WangandDidan Deng 2a9f6aaa8e Add π0 VLA model support (#4222) 
Signed-off-by: Yichen Wang <yichen.wang@bytedance.com>
Signed-off-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
Co-authored-by: Didan Deng <33117903+wtomin@users.noreply.github.com>
 2026-08-17 14:29:17 +08:00
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
Hongsheng Liu 8b0a6779d4 [Misc] Build canonical image task prompts (#6049) 
Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-08-12 08:30:34 +08:00
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
Jerry Song 89015d5cad [Feature]: Adds distilled LoRA support for diffusion models (#2783) 
Signed-off-by: Songrui625 <songrui625@gmail.com>
 2026-08-11 14:23:43 +00:00
Ruirui Yang | Reinpsv666Cursoramy-why-3459
 		322600bfb2 [CI][MiniCPM-o] Add MiniCPM-o 4.5 accuracy and performance coverage (#5524) 
Signed-off-by: R2-Y <ruiruyang2@gmail.com>
Signed-off-by: psv666 <2693925048@qq.com>
Co-authored-by: psv666 <2693925048@qq.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-08-11 14:53:49 +08:00
wtz2333andClaude 36135ef09a [diffusion][feature] Add LingBot-Video T2I and TI2V generation modes (#5311) 
Signed-off-by: wtz2333 <2955110911@qq.com>
Co-authored-by: Claude <noreply@anthropic.com>
 2026-08-10 10:02:31 +08:00
Yueqian LinandSy0307 e788ef6e76 [Feature] PersonaPlex (Moshi-based full-duplex S2S): native vLLM port + duplex serving (#4771) 
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Signed-off-by: Sy0307 <24841857+Sy0307@users.noreply.github.com>
Co-authored-by: Sy0307 <24841857+Sy0307@users.noreply.github.com>
 2026-08-04 20:10:33 -07:00
Yukim1 7a2007cc17 [Refactor] Remove legacy --stage-configs-path from the serve CLI (#5647) 
Signed-off-by: zwhzzz0821 <2831474076@qq.com>
 2026-08-03 23:41:52 +08:00
SYLARlishunyang12Copilot Autofix powered by AI
 		0a51a18570 [Bugfix] Leave MiniCPM-o vocoder memory headroom (#5621) 
Signed-off-by: lishunyang12 <lishunyang03@gmail.com>
Signed-off-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
Co-authored-by: lishunyang12 <lishunyang03@gmail.com>
Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
 2026-07-31 03:35:13 +00:00
Yukim1 1752e8ee5b [Refactor] Migrate Qwen3 Omni thinker-only deploy config (#5285) 
Signed-off-by: zwhzzz0821 <2831474076@qq.com>
 2026-07-30 09:57:33 +00:00
ruirui(rein) yangandGao Han 0461da345a [bugfix][MiniCPM-o]delete duplicate files (#5535) 
Signed-off-by: R2-Y <ruiruyang2@gmail.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
 2026-07-30 09:59:44 +08:00
y-nullamy-why-3459Hongsheng LiuGao Han
 		aa5364f705 [refactor][MiniCPM-o] Consolidate MiniCPM-o 4.5 2-GPU deploy configs and E2E tests (#5458) 
Signed-off-by: y_null <y_null@qq.com>
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
 2026-07-30 09:56:19 +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
Sy03andHongsheng Liu 0feb92bdfa [Bugfix][Minicpm] Support full-duplex three-stage serving (#5380) 
Signed-off-by: Sy03 <1370724210@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-07-29 01:58:34 +08:00
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
Yuekai ZhangClaude Fable 5Yueqian LinYueqian Lin
 		5014fea4a0 [New Model] support nemotron Audex (#4976) 
Signed-off-by: Yuekai Zhang <zhangyuekai@foxmail.com>
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
 2026-07-28 03:58:22 +00:00
rein yang 5b230541c9 [Deploy] Reduce MiniCPM-o single-GPU startup memory (#5447) 
Signed-off-by: R2-Y <ruiruyang2@gmail.com>
 2026-07-27 16:37:25 +08:00
Zeyu Huang | 黃澤宇 eaf90d8eff [Frontend] Add midway prompt update for streaming video generation (#4652) 
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
 2026-07-27 14:07:43 +08:00
y-nullamy-why-3459Hongsheng Liu
 		b6c4578dac [BugFix]Add MiniCPM-o 4.5 end-to-end test suite (offline, online serving) (#5237) 
Signed-off-by: y_null <y_null@qq.com>
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-07-25 17:00:13 -07:00
rein yangandSy03 ad3a162eb8 [perf] Minicpm o4.5 optimization (#5228) 
Signed-off-by: R2-Y <ruiruyang2@gmail.com>
Co-authored-by: Sy03 <1370724210@qq.com>
 2026-07-24 17:20:39 +08:00
Sy03lishunyang12Yueqian LinStormMelodyGao HanHongsheng Liu
 		05b794f29b [Full Duplex] Feat: Support Full-Duplex realtime runtime & add MiniCPM-o 4.5 demo (#3907) 
Signed-off-by: Sy03 <1370724210@qq.com>
Signed-off-by: lishunyang12 <lishunyang03@gmail.com>
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: lishunyang12 <lishunyang03@gmail.com>
Co-authored-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: StormMelody <22371184@zju.edu.cn>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
 2026-07-23 16:45:18 +08:00
Mu GuanLin 39e83e27f0 [Bug][CI] Pin the LTX FP8 quality gate to its established sigma schedule (#5302) 
Signed-off-by: mglyn <1203789601@qq.com>
 2026-07-22 14:36:32 +08:00
SYLARandlishunyang12 7924beef84 [Refactor] Migrate replica-DP Wan2.2 example to --deploy-config (#5267) 
Signed-off-by: lishunyang12 <lishunyang03@gmail.com>
Co-authored-by: lishunyang12 <lishunyang03@gmail.com>
 2026-07-21 12:28:31 +00:00
amy-why-3459andCursor 64bcdc2186 [Example][MiniCPM-o] Add offline/online MiniCPM-o 4.5 examples (#5222) 
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-07-21 11:37:15 +08:00
amy-why-3459 74f2742ac2 [Hardware][Ascend][Model] Add NPU support for MiniCPM-o 4.5 talker/vo… (#5117) 
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
 2026-07-20 21:45:28 +08:00