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376 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  our private _conditioning_cache_salt is superseded by rc1's public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
Zhou TaichangandClaude Opus 5 aff7d64948 [Rebase] Rebase to vLLM 0.29.0 (#7230) 
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Signed-off-by: Zhou Taichang <tzhouam@connect.ust.hk>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
 2026-09-10 12:08:28 +08:00
Sy03 b02862beee [Model] Optimize MOSS-TTS Local batched execution and streaming codec (#7202) 
Signed-off-by: Sy03 <1370724210@qq.com>
 2026-09-09 13:02:12 -07:00
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 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 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
Allen WuandTRAE CLI f2e30f46b6 [Bugfix][TTS] Isolate shared Higgs v3 reference encode from request cancellation (#7076) 
Signed-off-by: Allen Wu <allenwu2795@gmail.com>
Co-authored-by: TRAE CLI <traecli@bytedance.com>
 2026-09-08 20:32:05 -07:00
Jim Ban 358b7d79c1 [Bugfix][Frontend] Enforce image pixel limits for video input references (#6963) 
Signed-off-by: BANANASJIM <bananasjim1@gmail.com>
 2026-09-08 20:31:54 -07:00
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
NancyFyongandNancyFyong e74fe3c6e8 [Model] Add Audio8 TTS Preview 0.6B (DualAR, 44.1 kHz codec) (#6157) 
Signed-off-by: NancyFyong <NancyFyong@users.noreply.github.com>
Co-authored-by: NancyFyong <NancyFyong@users.noreply.github.com>
 2026-09-08 19:00:25 -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
Harry MellorHongsheng LiuClaude Opus 5
 		fdaf4e31bd Add vLLM-Omni library info to Hugging Face Hub requests (#5381) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-09-08 10:08:38 -06:00
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
ZacheryAU b1ec136bd7 [Frontend] Add omni benchmark support for image and video endpoints (#4728) 2026-09-08 09:28:21 +08:00
boatman 043f03d576 [Migrate]Move model-specific helpers out of serving_speech (#6697) 
Signed-off-by: boatman <109857087+sphinxkkkbc@users.noreply.github.com>
 2026-09-08 08:59:45 +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
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
Yuekai ZhangandClaude Fable 5 4179b0cae1 [Perf][NemotronVoiceChat] Fast defaults for all three deploy profiles: 2.8x offline, realtime full-duplex audio (#6354) 
Signed-off-by: Yuekai Zhang <zhangyuekai@foxmail.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
 2026-09-03 18:49:19 -07:00
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
maithilijoshi20andmaithilijoshi20 63ed0fdef4 [Bugfix] Fix vLLM serve error response imports (#6707) 
Signed-off-by: maithilijoshi20 <maithilijoshi2003@gmail.com>
Signed-off-by: maithilijoshi20 <97733343+maithilijoshi20@users.noreply.github.com>
Co-authored-by: maithilijoshi20 <maithilijoshi2003@gmail.com>
 2026-09-02 15:48:01 -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
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
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
YancyandAsthenia 73893e73ea [Bugfix] Fix create_error_response import across vLLM versions (#6773) 
Signed-off-by: Asthenia <asthenia0412@gmail.com>
Co-authored-by: Asthenia <asthenia0412@gmail.com>
 2026-08-29 17:01:51 +00:00
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
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
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
Zhou TaichangandClaude Opus 5 651b03225b [Rebase] Rebase to vllm 0.28.0 (#6606) 
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-08-27 06:12:55 +00:00
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
wangyu 1e2a6446f7 [CI] Remove AudioX and MammothModa2 support (#6353) 
Signed-off-by: wangyu <410167048@qq.com>
 2026-08-23 04:22:05 +00:00
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
Yukim1 6f55a06fab [Docs] Remove stale stage config references (#6270) 
Signed-off-by: zwhzzz0821 <2831474076@qq.com>
 2026-08-20 07:09:12 +08:00
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