 tzhouamandClaude Fable 5.1
|
35e43b9983
|
[Edge][WP3] Add CPU OmniPlatform (AR + generation stages on vLLM's CPU backend)
* vllm_omni/platforms/cpu/platform.py: CPUOmniPlatform(OmniPlatform, CpuPlatform)
selected when VLLM_TARGET_DEVICE=cpu or a +cpu vLLM wheel is installed
(builtin plugin "cpu"; explicit CPU target short-circuits accelerator probes
like vLLM does). NUMA-based memory queries, one logical device, no graph
wrapper (sentinel type for isinstance checks), inductor opt-in via
VLLM_OMNI_CPU_INDUCTOR=1, diffusion stages unsupported.
* vllm_omni/platforms/cpu/worker: CPUARWorker / CPUGenerationWorker compose
vLLM's CPUWorker with the Omni mixin (XPU pattern); CPUARModelRunner /
CPUGenerationModelRunner compose the Omni runners with CPUModelRunner
(no graphs, no async omni output; sleep/wake return error ACKs).
* patch.py skips the CuMem patch on CPU-only torch; Qwen3-TTS speaker encoder
and prompt-embeds dtype follow the model dtype (float32/float16 on CPU).
* vllm_omni/deploy/qwen3_tts.yaml: `platforms: cpu:` overlay (eager, no async
scheduling, absolute kv_cache_memory_bytes, disjoint OMP thread ranges).
* requirements/cpu.txt (+psutil, intel-openmp), docs/getting_started/installation/cpu.md.
Measured (this x86 Xeon 8480C host, vllm 0.28.0+cpu, bf16, 12+4 threads):
Qwen3-TTS 0.6B CustomVoice end-to-end on CPU, 12 prompts: TTFA p50 292 ms,
RTF ~1.7 (25-frame chunk ~4.6 s), init 185 s. Result JSON + init timeline
committed under benchmarks/tts/edge_results/.
Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
|
2026-09-09 11:02:14 +08:00 |
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Xiaobaixia
|
615f97b9c7
|
[Feature] Define the runner preprocess phase contract and regression coverage (#7136)
Signed-off-by: xiaobaixia222 <289982752@qq.com>
|
2026-09-06 17:20:04 +00:00 |
|
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Zhou TaichangandClaude Fable 5
|
142151fef5
|
Parallel stage initialization (admission + SH/EX device locks) (Worker refactor 1/N) (#5224)
Signed-off-by: Taichang Zhou <tzhouam@connect.ust.hk>
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
|
2026-09-05 22:22:41 +08:00 |
|
|
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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 |
|
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Inesh Reddy ChappidiandGao Han
|
66d938100b
|
[Bugfix] Give exact-shape codec models an unpadded input_ids view (#6775)
Signed-off-by: Inesh Reddy <ineshreddy249@gmail.com>
Signed-off-by: IneshReddy249 <ineshreddy249@gmail.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
|
2026-09-04 15:28:49 -07:00 |
|
|
akshatvishu
|
c41925689d
|
[BugFix][Higgs-Audio-V3] Fix transcript and concurrent sampling tests (#6422)
Signed-off-by: akshatvishu <akshatnayak197@gmail.com>
|
2026-08-30 08:52:15 +00:00 |
|
|
|
bb5bf8fd0a
|
[Bugfix] Fix colocate-async sleep admission race and deliver AR abort tokens (#6367)
Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Signed-off-by: Cursor <cursoragent@cursor.com>
Signed-off-by: Samit <285365963@qq.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Samit <285365963@qq.com>
|
2026-08-29 09:11:39 +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 |
|
|
Hongsheng Liuandhsliuustc0106
|
4245fd6955
|
[Fix] Restore MammothModa2 support (#6694)
Signed-off-by: hsliuustc0106 <hsliuustc0106@users.noreply.github.com>
Co-authored-by: hsliuustc0106 <hsliuustc0106@users.noreply.github.com>
|
2026-08-28 08:32:32 +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 |
|
|
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 |
|
|
wangyu
|
1e2a6446f7
|
[CI] Remove AudioX and MammothModa2 support (#6353)
Signed-off-by: wangyu <410167048@qq.com>
|
2026-08-23 04:22:05 +00:00 |
|
|
NATUREandamy-why-3459
|
4f7c08c0eb
|
[Bugfix][MiniCPM-o] Fix async-chunk snapshot replacement and prompt cleanup (#6406)
Signed-off-by: natureofnature <wzliu@connect.hku.hk>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>
|
2026-08-21 16:37:21 +08:00 |
|
|
Zhou TaichangandClaude Fable 5
|
10906e3a6d
|
[Refactor] Worker/ModelRunner runner correctness fixes (G2/N) (#5452)
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
|
2026-08-20 16:47:50 +08:00 |
|
|
amy-why-3459andCursor
|
9c61d5b67b
|
[Bugfix][MiniCPM-o] Stop Talker mid-utterance truncation and load cod… (#6346)
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
|
2026-08-20 11:50:07 +08:00 |
|
|
boatman
|
65b3d41b3a
|
[Migrate] Move sampling parameter overrides from legacy dispatches to TTS adapters (#5272)
Signed-off-by: boatman <109857087+sphinxkkkbc@users.noreply.github.com>
|
2026-08-16 21:14:26 -07:00 |
|
|
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 |
|
|
Zhou TaichangandClaude Opus 5
|
2ce15ab7a0
|
[Rebase] Rebase to vllm 0.27.0 (#5976)
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
|
2026-08-11 15:23:46 +00:00 |
|
|
|
e04210d690
|
[Hardware][MUSA] Enable Qwen3-Omni ModelOpt FP8 inference (#5671)
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>
|
2026-08-11 17:19:09 +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 |
|
|
Shenglei FuandClaude
|
f24a6165ff
|
[Test] Prefix-cache passthrough test coverage prerequisite for W2 (#4855) (#5310)
Signed-off-by: Shenglei Fu <sfu@confluent.io>
Co-authored-by: Claude <noreply@anthropic.com>
|
2026-08-04 20:03:57 -07:00 |
|
|
NATURE
|
1c4aca7f6e
|
[Bugfix][Hunyuan/Bagel]Avoid payload connector for KV-only senders (#5744)
Signed-off-by: natureofnature <wzliu@connect.hku.hk>
|
2026-08-04 14:40:27 +00:00 |
|
|
SYLARandlishunyang12
|
6f98c807d2
|
[Bugfix] Restore BAGEL CFG KV transfers (#5620)
Signed-off-by: lishunyang12 <lishunyang03@gmail.com>
Co-authored-by: lishunyang12 <lishunyang03@gmail.com>
|
2026-08-01 15:06:05 +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 |
|
|
|
cbab1d4d8f
|
[Rebase] Rebase to vllm 0.26.0 (#5443)
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Signed-off-by: tzhouam <tzhouam@gmail.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: tzhouam <tzhouam@gmail.com>
|
2026-07-27 23:35:49 +08:00 |
|
|
Zhou TaichangandClaude Opus 4.8
|
776424f0de
|
[Refactor][WIP] Add missing test for modelrunner (G1/N) (#5333)
Signed-off-by: Taichang Zhou <tzhouam@connect.ust.hk>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
|
2026-07-27 16:24:47 +08:00 |
|
|
boatman
|
76e4a78afc
|
[Bugfix][Higgs-Audio-V3] Propagate Sampling Parameters to Sampler (#5406)
Signed-off-by: boatman <109857087+sphinxkkkbc@users.noreply.github.com>
|
2026-07-25 15:25:35 +00:00 |
|
|
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 |
|
|
|
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 |
|
|
vOvandClaude Opus 4.8
|
cc1939120f
|
[Bugfix] Skip non-positive scheduled token spans in omni stage runners (#5269)
Signed-off-by: cr-gao <gaochenrui@sjtu.edu.cn>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
|
2026-07-22 16:01:45 +00:00 |
|
|
Bingyu (Spencer) Liu
|
dcf8b07d39
|
[Core] Cleanup Omni connector runtime and transfer backends (#5096)
Signed-off-by: spencerr221 <liubingyu62@gmail.com>
|
2026-07-22 09:44:15 +08:00 |
|
|
Yueqian Lin
|
da15a4cb1c
|
[Bugfix] Drop out-of-vocabulary stop ids from min-tokens masking (qwen3-tts min_tokens engine crash) (#4971)
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
|
2026-07-08 11:24:31 -07:00 |
|
|
amy-why-3459
|
9ceca4ec85
|
[Bugfix] Fix full-payload mm splitting for dual hidden/scheduled batch axes (#4870 follow-up) (#4910)
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
|
2026-07-06 15:08:05 +08:00 |
|
|
Yueqian Lin
|
d7b365df64
|
[Bugfix][Qwen3-TTS] Keep seeded residual MTP sampling batched (#4889)
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
|
2026-07-05 21:47:06 +08:00 |
|
|
Sy03andYueqian Lin
|
1b31f96240
|
[Bugfix] Fix Qwen3-TTS no-async-chunk payload splitting (#4870)
Signed-off-by: Sy03 <1370724210@qq.com>
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: Yueqian Lin <linyueqian@outlook.com>
|
2026-07-04 19:57:55 +00:00 |
|
|
Sy03andYueqian Lin
|
9eaca72382
|
[Perf][VoxCPM2] Add unified decode graph optimization (#4606)
Signed-off-by: Sy03 <1370724210@qq.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
|
2026-07-04 05:30:48 +00:00 |
|
|
Canlin Guo
|
a8b2bf11d2
|
[Feature] Support MOSS-TTS-Local-v1.5 Streaming (#4804)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
|
2026-07-03 16:00:30 +08:00 |
|
|
Zhou Taichang
|
a560ed184d
|
[Rebase] Rebase to vllm v0.24.0 (#4709)
|
2026-06-30 19:41:06 +08:00 |
|
|
|
504698dec8
|
[Core] Performance fix for orchestrator bottleneck: separates inter-stage from client outputs (#4527)
Signed-off-by: yinpeiqi <yinpeiqi809@gmail.com>
Co-authored-by: Chenguang ZHENG <645327136@qq.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
|
2026-06-29 17:43:36 +02:00 |
|
|
Chenguang Zhengandamy-why-3459
|
eaa16e1941
|
[Feature] Support Async Omni output materialization (#4476)
Signed-off-by: Chenguang ZHENG <645327136@qq.com>
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>
|
2026-06-22 16:07:07 +00:00 |
|
|
rein yang
|
afbcc51672
|
[Model] Aura support - Non async chunk path (#4257)
Signed-off-by: Rein Yang <ruiruyang2@gmail.com>
Signed-off-by: R2-Y <ruiruyang2@gmail.com>
|
2026-06-21 22:08:26 +08:00 |
|
|
|
8f869c8ea5
|
[Refactor] Output Processor Phase 2: separate multimodal output channel (#1601) (#2744)
Signed-off-by: Megha Agarwal <agarwalmegha1308@gmail.com>
Signed-off-by: meghaagr13 <divyanshsinghvi@gmail.com>
Signed-off-by: Taichang Zhou <tzhouam@connect.ust.hk>
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: meghaagr13 <divyanshsinghvi@gmail.com>
Co-authored-by: Boao Shi <aoibosh@connect.hku.hk>
Co-authored-by: Taichang Zhou <tzhouam@connect.ust.hk>
Co-authored-by: Cursor <cursoragent@cursor.com>
|
2026-06-12 15:19:14 +08:00 |
|
|
|
57227dc7f3
|
[Perf][Bugfix] qwen3-tts hot path: prefix-cache OOM guards + talker/orchestrator micro-opts (#3689)
Signed-off-by: JuanPZuluaga <juanz9312@gmal.com>
Co-authored-by: JuanPZuluaga <juanz9312@gmal.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
|
2026-06-09 10:36:57 -07:00 |
|
|
|
c33ca60208
|
[Perf][VoxCPM2] Optimize VoxCPM2 high-concurrency decode throughput. (#3882)
Signed-off-by: Sy03 <1370724210@qq.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
|
2026-06-03 23:08:32 +08:00 |
|
|
TaffyOfficialandTaffyOfficial
|
ee33601571
|
[Perf] Deduplicate AR prefix cache hidden-state CPU staging (#3734)
Signed-off-by: TaffyOfficial <2324465096@qq.com>
Co-authored-by: TaffyOfficial <2324465096@qq.com>
|
2026-06-01 09:35:07 +00:00 |
|
|
Canlin Guo
|
412bf42a75
|
[Refactor] Unify _talker_mtp_forward across GPU and NPU model runners (#3476)
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
|
2026-05-31 07:58:00 +08:00 |
|
|
NATURE
|
3a347b10b0
|
[3/5][core]refactor communication layer: PR 3 of 5, all other models in non async mode (#3719)
Signed-off-by: natureofnature <wzliu@connect.hku.hk>
|
2026-05-28 14:06:41 +08:00 |
|
|
|
c99df1ebd9
|
[TTS][Perf] Optimize Qwen3-TTS high-concurrency serving (#3662)
Signed-off-by: Sy03 <1370724210@qq.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: SYLAR <125541396+lishunyang12@users.noreply.github.com>
|
2026-05-17 16:58:59 -04:00 |
|
|
+20
|
eb4e60ee64
|
[Rebase] Rebase to vllm v0.21.0 (#3530)
Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Signed-off-by: Zhou Taichang <tzhouam@connect.ust.hk>
Signed-off-by: NumberWan <wantszkin2003@gmail.com>
Signed-off-by: Divyansh Singhvi <divyanshsinghvi@gmail.com>
Signed-off-by: dsinghvi <divyanshsinghvi@gmail.com>
Signed-off-by: Dnoob <dxpouo@gmail.com>
Signed-off-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Signed-off-by: rein yang <ruiruyang2@gmail.com>
Signed-off-by: Nick Cao <ncao@redhat.com>
Signed-off-by: zhumingjue <zhumingjue@huawei.com>
Signed-off-by: Ricardo Noriega De Soto <rnoriega@redhat.com>
Signed-off-by: lyj-jjj <liuyingjun5@huawei.com>
Signed-off-by: gcanlin <canlinguosdu@gmail.com>
Signed-off-by: wangyu <410167048@qq.com>
Signed-off-by: weizhoublue <weizhoublue@github.com>
Signed-off-by: weizhou.lan@daocloud.io <weizhou.lan@daocloud.io>
Signed-off-by: dengyunyang <584797741@qq.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Signed-off-by: David Chen <530634352@qq.com>
Signed-off-by: Jie Liu <33612777+keeper-jie@users.noreply.github.com>
Signed-off-by: Yueqian Lin <linyueqian@outlook.com>
Signed-off-by: princepride <wangzhipeng628@gmail.com>
Signed-off-by: natureofnature <wzliu@connect.hku.hk>
Signed-off-by: bjf-frz <frz123db@gmail.com>
Signed-off-by: amy-why-3459 <wuhaiyan17@huawei.com>
Signed-off-by: KexiongYu <yukexiong1@huawei.com>
Signed-off-by: Huang, Zeyu <11222265+fhfuih@users.noreply.github.com>
Signed-off-by: Zeyu Huang | 黃澤宇 <11222265+fhfuih@users.noreply.github.com>
Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
Co-authored-by: NumberWan <wantszkin2003@gmail.com>
Co-authored-by: dsinghvi <divyanshsinghvi@gmail.com>
Co-authored-by: Dnoob <dxpouo@gmail.com>
Co-authored-by: Yueqian Lin <70319226+linyueqian@users.noreply.github.com>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Co-authored-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Co-authored-by: Samit <285365963@qq.com>
Co-authored-by: rein yang <73573651+R2-Y@users.noreply.github.com>
Co-authored-by: Nick Cao <ncao@redhat.com>
Co-authored-by: zhumingjue138 <zhumingjue@huawei.com>
Co-authored-by: Ricardo Noriega <rnoriega@redhat.com>
Co-authored-by: lyj-jjj <liuyingjun5@huawei.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: gcanlin <canlinguosdu@gmail.com>
Co-authored-by: wangyu <53896905+yenuo26@users.noreply.github.com>
Co-authored-by: weizhoublue <45163302+weizhoublue@users.noreply.github.com>
Co-authored-by: weizhoublue <weizhoublue@github.com>
Co-authored-by: dengyunyang <584797741@qq.com>
Co-authored-by: 汪志鹏 <wangzhipeng628@gmail.com>
Co-authored-by: WeiQing Chen <40507679+david6666666@users.noreply.github.com>
Co-authored-by: Jie Liu <33612777+keeper-jie@users.noreply.github.com>
Co-authored-by: Yueqian Lin <linyueqian@outlook.com>
Co-authored-by: NATURE <wzliu@connect.hku.hk>
Co-authored-by: bjf-frz <frz123db@gmail.com>
Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>
Co-authored-by: Y. Fisher <yukexiong1@huawei.com>
Co-authored-by: Zeyu Huang | 黃澤宇 <11222265+fhfuih@users.noreply.github.com>
Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
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2026-05-16 18:18:43 +08:00 |
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NATUREandHongsheng Liu
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82a0b3a467
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[2/5] [core]refactor communication layer: PR 2 of 5 Qwen3 Omni non async (#2677)
Signed-off-by: natureofnature <wzliu@connect.hku.hk>
Co-authored-by: Hongsheng Liu <liuhongsheng4@huawei.com>
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2026-05-15 14:14:08 +08:00 |
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