 Jialin Ouyang
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30b9c67743
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Revert "[Redo] #26368 (#28771)" (#29121)
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
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2025-11-20 21:27:45 -08:00 |
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Zhewen Li
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93c8672ceb
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[Bugfix] Fix spec decode memory regression after #28549 (#28819)
Signed-off-by: zhewenli <zhewenli@meta.com>
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2025-11-20 19:05:50 +08:00 |
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Izzy PuttermanandCyrus Leung
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02f5903b84
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Eagle: MM Cuda Graphs with MRope (#28896)
Signed-off-by: Izzy Putterman <iputterman@nvidia.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2025-11-19 15:01:05 -05:00 |
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d8874c61a5
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[Core] Async Scheduling X Spec Decoding Compatibility (#24799)
Signed-off-by: Ronald1995 <ronaldautomobile@163.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Signed-off-by: Benjamin Chislett <chislett.ben@gmail.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Benjamin Chislett <chislett.ben@gmail.com>
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2025-11-17 12:16:20 -08:00 |
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Eldar Kurtić
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e439c784fa
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Add support for Eagle with separate lm-head and embed_tokens layers (#28549)
Signed-off-by: Eldar Kurtic <8884008+eldarkurtic@users.noreply.github.com>
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2025-11-15 06:12:02 -08:00 |
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Cyrus LeungandJialin Ouyang
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98b4d389ed
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[Redo] #26368 (#28771)
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
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2025-11-14 22:47:41 -08:00 |
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Nick Hill
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ac86bff8cb
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Revert "[Core] Performance: Use list[np.ndarray] instead of list[list… (#28773)
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2025-11-14 20:24:00 -08:00 |
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Jialin Ouyang
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186352b270
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[Core] Performance: Use list[np.ndarray] instead of list[list[int]] for output tokens for GC optimization (#26368)
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
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2025-11-14 16:04:04 -08:00 |
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Harry Mellor
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97d1c99302
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Rename clashing method names for vLLM model protocol (#27583)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-11-12 19:14:33 -08:00 |
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Matthew BonanniandLuka Govedič
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b30dfa03c5
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[Attention] Refactor CUDA attention backend selection logic (#24794)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
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2025-11-11 07:40:44 -05:00 |
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e50c454672
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[BugFix] Support EP/DP + EPLB with MTP (#25311)
Signed-off-by: ilmarkov <markovilya197@gmail.com>
Signed-off-by: Sage Moore <sage@neuralmagic.com>
Co-authored-by: Sage Moore <sage@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
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2025-11-05 15:22:17 +00:00 |
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yt0428andJee Jee Li
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05cae69f0f
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[model] Add support for openPangu_Ultra_MoE (#27521)
Signed-off-by: yuantao <2422264527@qq.com>
Signed-off-by: yt0428 <51468697+yt0428@users.noreply.github.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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2025-11-04 08:17:20 -08:00 |
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Aurick QiaoandAurick Qiao
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2c19d96777
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[Spec Decode] Integrate Suffix Decoding from Arctic Inference (#25784)
Co-authored-by: Aurick Qiao <aurick.qiao@snowflake.com>
|
2025-11-03 09:23:31 -08:00 |
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Haco
|
d811b442d3
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[Bugfix] DeepSeek V3.2 MTP metadata & CUDA graph issues (#26779)
Signed-off-by: xiaohajiayou <923390377@qq.com>
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2025-11-01 10:52:43 -04:00 |
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284cc92275
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[MISC] cudagraph_capture_sizes related improvements (#26016)
Signed-off-by: fhl <2410591650@qq.com>
Signed-off-by: fhl2000 <63384265+fhl2000@users.noreply.github.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-24 05:11:05 -07:00 |
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Jonathan Chen
|
ca76486a16
|
[Chore] Separate out vllm.utils.platform_utils.py (#27374)
Signed-off-by: Jonathan <chenleejonathan@gmail.com>
|
2025-10-23 19:08:06 +00:00 |
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Giancarlo DelfinandNick Hill
|
6644796bf4
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[V1][spec decode] return logprobs for spec decoding (#26060)
Signed-off-by: Giancarlo Delfin <gdelfin@meta.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
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2025-10-22 22:59:59 -07:00 |
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Nicolò Lucchesi
|
b26b70bec4
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[Misc] Refactor get_kv_cache_spec into AttentionLayerBase (#26587)
Signed-off-by: NickLucche <nlucches@redhat.com>
|
2025-10-18 13:51:21 +00:00 |
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Pradyun92andPradyun Ramadorai
|
acedc74b1a
|
[V1][Spec Decode] Fix greedy temperature detection after sampler refactor (#27077)
Signed-off-by: Pradyun Ramadorai <pradyunr@amazon.com>
Co-authored-by: Pradyun Ramadorai <pradyunr@amazon.com>
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2025-10-17 13:27:47 -07:00 |
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Morrison TurnanskyandLuka Govedič
|
96b9aa5aa0
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[Frontend][torch.compile] CompilationConfig Overhaul (#20283): name change compilation level to compilation mode, deprecation compilation level (#26355)
Signed-off-by: morrison-turnansky <mturnans@redhat.com>
Signed-off-by: Morrison Turnansky <mturnans@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
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2025-10-15 02:51:16 +00:00 |
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Harry Mellor
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8fcaaf6a16
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Update Optional[x] -> x | None and Union[x, y] to x | y (#26633)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
|
2025-10-12 09:51:31 -07:00 |
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Vadim Gimpelson
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e94cfd51da
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[BUG] Qwen3-next MTP. Fix attn metadata build bug (#26564)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
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2025-10-10 14:59:03 -04:00 |
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Lucas WilkinsonandBenjamin Chislett
|
29255cfc3b
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[Spec-Decode] Support piecewise cudagraphs for Eagle head (#25109)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Benjamin Chislett <chislett.ben@gmail.com>
|
2025-10-10 01:20:31 -04:00 |
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Ming Yang
|
3b736e1c38
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[Attention][DCP] Support DCP with query length > 1 (MTP) with FA3 (#25049)
Signed-off-by: Ming Yang <minos.future@gmail.com>
|
2025-10-09 08:06:29 -07:00 |
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Naveenraj KamalakannanandLuka Govedič
|
e614ab7806
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Separate MLAAttention class from Attention (#25103)
Signed-off-by: Naveenraj Kamalakannan <therealnaveenkamal@gmail.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
|
2025-10-08 17:11:11 -07:00 |
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7mileandBenjamin Chislett
|
b2ea5ba677
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[Bugfix][Spec Decode] Fix wrong valid_mask for padded speculation when chunked prefill occurs (#26231)
Signed-off-by: seven-mile <i@7li.moe>
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Co-authored-by: Benjamin Chislett <bchislett@nvidia.com>
|
2025-10-06 18:24:22 +00:00 |
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Harry Mellor
|
d6953beb91
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Convert formatting to use ruff instead of yapf + isort (#26247)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
|
2025-10-05 07:06:22 -07:00 |
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Lucia Fang
|
001e50c92c
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[Model] MTP fallback to eager for DeepSeek v32 (#25982)
Signed-off-by: Lu Fang <fanglu@fb.com>
|
2025-10-01 01:53:22 +00:00 |
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|
+6
|
fa7e254a7f
|
[New Model] DeepSeek-V3.2 (Rebased to Main) (#25896)
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
Signed-off-by: Lucia Fang <fanglu@meta.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Lucia Fang <116399278+luccafong@users.noreply.github.com>
Co-authored-by: Lucia Fang <fanglu@meta.com>
Co-authored-by: NickLucche <nlucches@redhat.com>
Co-authored-by: Siyuan Fu <siyuanf@nvidia.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Xiaozhu Meng <mxz297@gmail.com>
Co-authored-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
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2025-09-30 17:14:41 +08:00 |
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Kunshang Ji
|
143844fa43
|
[XPU]Fix xpu spec decoding UTs, avoid using cuda graph (#25847)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
|
2025-09-29 05:15:10 +00:00 |
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27d7638b94
|
[Bugfix] Merge MM embeddings by index instead of token IDs (#16229)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: NickLucche <nlucches@redhat.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
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2025-09-27 08:15:12 +00:00 |
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f1d53d150c
|
[Multimodal][Speculative Decoding]Eagle Eagle3 mm support, enablement on qwen2.5vl (#22872)
Signed-off-by: Junhong <liujunhong11@huawei.com>
Signed-off-by: Junhong Liu <98734602+LJH-LBJ@users.noreply.github.com>
Co-authored-by: Junhong <liujunhong11@huawei.com>
Co-authored-by: LJH-LBJ <98734602+LJH-LBJ@users.noreply.github.com>
|
2025-09-27 03:35:47 +00:00 |
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Jonas M. Kübler
|
6f5c0931c1
|
[Spec decode] automatically disable mm for text-only draft models (#25667)
Signed-off-by: Jonas Kuebler <kuebj@amazon.com>
|
2025-09-27 08:10:21 +08:00 |
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qizixi
|
c70ac4b8ff
|
[spec decode] Consolidate speculative decode method name for MTP (#25232)
Signed-off-by: zixi-qi <qizixi@meta.com>
|
2025-09-26 22:27:05 +00:00 |
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yitingdc
|
3edf87d25f
|
[CI/Build] fix doc build warning: Failed to get 'name: description' pair (#25733)
Signed-off-by: yiting.jiang <yiting.jiang@daocloud.io>
|
2025-09-26 01:18:02 -07:00 |
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Ekagra RanjanandNick Hill
|
e71b8e210d
|
[Spec Decode] Add Batch Parallel Ngram. Upto 8x lower overhead. (#24986)
Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
|
2025-09-25 15:22:03 -07:00 |
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XuruiYangandyangxurui
|
845adb3ec6
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[Model] Add LongCat-Flash (#23991)
Signed-off-by: yangxurui <yangxurui@meituan.com>
Co-authored-by: yangxurui <yangxurui@meituan.com>
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2025-09-24 21:53:40 -07:00 |
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Woosuk Kwon
|
e6750d0b18
|
[V0 Deprecation] Remove unused classes in attention (#25541)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
|
2025-09-24 13:24:40 -07:00 |
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Benjamin Chislettandlhsjohn
|
c30b405b8f
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[Spec Decode] Enable FlashInfer Spec Decoding (#25196)
Signed-off-by: Benjamin Chislett <benjamin.chislett@centml.ai>
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Co-authored-by: lhsjohn <huashuoli@tencent.com>
|
2025-09-23 22:29:58 -04:00 |
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jiahanc
|
d5944d5146
|
[Speculators][Speculative Decoding] Fix gpt-oss eagle3 accuracy issue (#25406)
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
|
2025-09-23 15:44:35 -04:00 |
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cc1dc7ed6d
|
[Core/DBO][2/N] Dual-Batch Overlap add DeepEP High Throughput support and Prefill support (#24845)
Signed-off-by: Sage Moore <sage@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Sage Moore <sage@neuralmagic.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
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2025-09-23 16:02:10 +00:00 |
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Eldar Kurtić
|
21467f9a1c
|
Enable Eagle3 speculative decoding for GPT-OSS model (#25246)
Signed-off-by: Eldar Kurtic <8884008+eldarkurtic@users.noreply.github.com>
|
2025-09-22 08:50:39 +00:00 |
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Woosuk Kwon
|
1c3ffdbecc
|
[V0 Deprecation] Remove V0 sampling metadata (#25345)
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
|
2025-09-21 10:37:11 -07:00 |
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Benjamin Chislett
|
b7433ca1a4
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[Spec Decode] Efficient padded speculation (#24539)
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
|
2025-09-18 01:07:24 -04:00 |
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567939953b
|
[Core/DBO][1/N] Add Dual-Batch Overlap mechanism to VLLM (#23693)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Sage Moore <sage@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
|
2025-09-16 12:21:48 -04:00 |
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wuhangandRobert Shaw
|
90f3f7d73e
|
[Spec Decoding]Support Spec Decoding Metrics in DP Mode (#24049)
Signed-off-by: wuhang <wuhang6@huawei.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
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2025-09-14 21:11:09 +00:00 |
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Andrew Xia
|
79ac59f32e
|
Update Spec Decode metrics to include drafted and accepted token throughput (#24127)
Signed-off-by: Andrew Xia <axia@meta.com>
|
2025-09-11 19:58:43 +00:00 |
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Tao HeandJee Jee Li
|
e93f4cc9e3
|
Add the support for the qwen3 next model (a hybrid attention model). (#24526)
Signed-off-by: Tao He <linzhu.ht@alibaba-inc.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
|
2025-09-11 15:32:09 +08:00 |
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Lucia Fang
|
a344a5aa0a
|
[bugfix]fix MTP hidden states (#24056)
Signed-off-by: Lu Fang <fanglu@fb.com>
|
2025-09-01 21:09:37 +00:00 |
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Didier Durand
|
107284959a
|
[Doc]: fix typos in Python comments (#24026)
Signed-off-by: Didier Durand <durand.didier@gmail.com>
|
2025-09-01 09:38:20 +00:00 |
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