youkaichao
ac65bc92df
[platform] add debug logging during inferring the device type ( #14195 )
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Signed-off-by: youkaichao <youkaichao@gmail.com>
2025-03-04 18:39:16 +08:00
Zhanwen Chen
66233af7b6
Use math.prod instead of np.prod for trivial ops ( #14142 )
2025-03-03 21:09:22 -08:00
Rui Qiao
bf13d40972
[core] Pass all driver env vars to ray workers unless excluded ( #14099 )
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Signed-off-by: Rui Qiao <ruisearch42@gmail.com>
2025-03-04 11:44:17 +08:00
Cody Yu
989f4f430c
[Misc] Remove lru_cache in NvmlCudaPlatform ( #14156 )
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Signed-off-by: Cody Yu <hao.yu.cody@gmail.com>
2025-03-04 11:09:34 +08:00
Divakar Verma
bb5b640359
[core] moe fp8 block quant tuning support ( #14068 )
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Signed-off-by: Divakar Verma <divakar.verma@amd.com>
2025-03-04 01:30:23 +00:00
Travis Johnson
c060b71408
[Model] Add support for GraniteMoeShared models ( #13313 )
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Signed-off-by: Travis Johnson <tsjohnso@us.ibm.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
2025-03-04 08:04:52 +08:00
iefgnoix
79e4937c65
[v1] Add comments to the new ragged paged attention Pallas kernel ( #14155 )
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Signed-off-by: Xiongfei Wei <isaacwxf23@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
2025-03-03 23:00:55 +00:00
Michael Goin
19d98e0c7d
[Kernel] Optimize moe intermediate_cache usage ( #13625 )
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Signed-off-by: mgoin <mgoin64@gmail.com>
2025-03-03 16:29:53 -05:00
Michael Goin
2b04c209ee
[Bugfix] Allow shared_experts skip quantization for DeepSeekV2/V3 ( #14100 )
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Signed-off-by: mgoin <mgoin64@gmail.com>
2025-03-03 14:20:24 -07:00
Mark McLoughlin
ae122b1cbd
[WIP][[V1][Metrics] Implement max_num_generation_tokens, request_params_n, and request_params_max_tokens metrics ( #14055 )
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Signed-off-by: Mark McLoughlin <markmc@redhat.com>
2025-03-03 19:04:45 +00:00
Nick Hill
872db2be0e
[V1] Simplify stats logging ( #14082 )
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Signed-off-by: Nick Hill <nhill@redhat.com>
2025-03-03 10:34:14 -08:00
Mark McLoughlin
2dfdfed8a0
[V0][Metrics] Deprecate some KV/prefix cache metrics ( #14136 )
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Signed-off-by: Mark McLoughlin <markmc@redhat.com>
2025-03-03 18:25:46 +00:00
Mark McLoughlin
c41d27156b
[V0][Metrics] Remove unimplemented vllm:tokens_total ( #14134 )
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Signed-off-by: Mark McLoughlin <markmc@redhat.com>
2025-03-03 17:50:22 +00:00
Harry Mellor
91373a0d15
Fix head_dim not existing in all model configs (Transformers backend) ( #14141 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-03-03 17:48:11 +00:00
TJian
848a6438ae
[ROCm] Faster Custom Paged Attention kernels ( #12348 )
2025-03-03 09:24:45 -08:00
Mark McLoughlin
4167252eaf
[V1] Refactor parallel sampling support ( #13774 )
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Signed-off-by: Mark McLoughlin <markmc@redhat.com>
2025-03-03 08:15:27 -08:00
Cody Yu
f35f8e2242
[Build] Make sure local main branch is synced when VLLM_USE_PRECOMPILED=1 ( #13921 )
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Signed-off-by: Cody Yu <hao.yu.cody@gmail.com>
2025-03-03 16:43:14 +08:00
Mengqing Cao
b87c21fc89
[Misc][Platform] Move use allgather to platform ( #14010 )
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Signed-off-by: Mengqing Cao <cmq0113@163.com>
2025-03-03 15:40:04 +08:00
wang.yuqi
e584b85afd
[Misc] duplicate code in deepseek_v2 ( #14106 )
2025-03-03 14:10:11 +08:00
Harry Mellor
cf069aa8aa
Update deprecated Python 3.8 typing ( #13971 )
2025-03-02 17:34:51 -08:00
Ce Gao
bf33700ecd
[v0][structured output] Support reasoning output ( #12955 )
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Signed-off-by: Ce Gao <cegao@tensorchord.ai>
2025-03-02 14:49:42 -05:00
Jun Duan
82fbeae92b
[Misc] Accurately capture the time of loading weights ( #14063 )
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Signed-off-by: Jun Duan <jun.duan.phd@outlook.com>
2025-03-01 17:20:30 -08:00
Jee Jee Li
cc5e8f6db8
[Model] Add LoRA support for TransformersModel ( #13770 )
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-03-02 09:17:34 +08:00
Chen Zhang
d54990da47
[v1] Add __repr__ to KVCacheBlock to avoid recursive print ( #14081 )
2025-03-01 20:46:02 +00:00
Chen Zhang
b9f1d4294e
[v1][Bugfix] Only cache blocks that are not in the prefix cache ( #14073 )
2025-03-01 08:25:54 +00:00
Sage Moore
b28246f6ff
[ROCm][V1][Bugfix] Add get_builder_cls method to the ROCmAttentionBackend class ( #14065 )
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Signed-off-by: Sage Moore <sage@neuralmagic.com>
2025-03-01 07:18:32 +00:00
Woosuk Kwon
3b5567a209
[V1][Minor] Do not print attn backend twice ( #13985 )
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2025-03-01 07:09:14 +00:00
Isotr0py
fdcc405346
[Doc] Consolidate whisper and florence2 examples ( #14050 )
2025-02-28 22:49:15 -08:00
Li, Jiang
02296f420d
[Bugfix][V1][Minor] Fix shutting_down flag checking in V1 MultiprocExecutor ( #14053 )
2025-02-28 22:31:01 -08:00
YajieWang
6a92ff93e1
[Misc][Kernel]: Add GPTQAllSpark Quantization ( #12931 )
2025-02-28 22:30:59 -08:00
Jee Jee Li
6a84164add
[Bugfix] Add file lock for ModelScope download ( #14060 )
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-03-01 06:10:28 +00:00
Luka Govedič
bd56c983d6
[torch.compile] Fix RMSNorm + quant fusion in the non-cutlass-fp8 case, rename RedundantReshapesPass to NoopEliminationPass ( #10902 )
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Signed-off-by: luka <luka@neuralmagic.com>
2025-02-28 16:20:11 -07:00
Rui Qiao
084bbac8cc
[core] Bump ray to 2.43 ( #13994 )
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Signed-off-by: Rui Qiao <ruisearch42@gmail.com>
2025-02-28 21:47:44 +00:00
Chen Zhang
28943d36ce
[v1] Move block pool operations to a separate class ( #13973 )
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Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Cody Yu <hao.yu.cody@gmail.com>
2025-02-28 20:53:31 +00:00
Chen Zhang
e7bd944e08
[v1] Cleanup the BlockTable in InputBatch ( #13977 )
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Signed-off-by: Chen Zhang <zhangch99@outlook.com>
2025-02-28 19:03:16 +00:00
iefgnoix
c3b6559a10
[V1][TPU] Integrate the new ragged paged attention kernel with vLLM v1 on TPU ( #13379 )
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Signed-off-by: Xiongfei Wei <isaacwxf23@gmail.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
2025-02-28 11:01:36 -07:00
Yang Liu
9b61dd41e7
[Bugfix] Initialize attention bias on the same device as Query/Key/Value for QwenVL Series ( #14031 )
2025-02-28 07:36:08 -08:00
Cyrus Leung
f7bee5c815
[VLM][Bugfix] Enable specifying prompt target via index ( #14038 )
2025-02-28 07:35:55 -08:00
Jee Jee Li
e0734387fb
[Bugfix] Fix MoeWNA16Method activation ( #14024 )
2025-02-28 15:22:42 +00:00
Thibault Schueller
b3f7aaccd0
[V1][Minor] Restore V1 compatibility with LLMEngine class ( #13090 )
2025-02-28 00:52:25 -08:00
Kacper Pietkun
b91660ddb8
[Hardware][Intel-Gaudi] Regional compilation support ( #13213 )
2025-02-28 00:51:49 -08:00
Harry Mellor
76c89fcadd
Use smaller embedding model when not testing model specifically ( #13891 )
2025-02-28 00:50:43 -08:00
Mathis Felardos
b9e41734c5
[Bugfix][Disaggregated] patch the inflight batching on the decode node in SimpleConnector to avoid hangs in SimpleBuffer (nccl based) ( #13987 )
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Signed-off-by: Mathis Felardos <mathis@mistral.ai>
2025-02-28 07:53:45 +00:00
Cyrus Leung
1088f06242
[Doc] Move multimodal Embedding API example to Online Serving page ( #14017 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-02-28 07:12:04 +00:00
Travis Johnson
73e0225ee9
[Bugfix] Check that number of images matches number of <|image|> tokens with mllama ( #13911 )
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Signed-off-by: Travis Johnson <tsjohnso@us.ibm.com>
2025-02-28 04:00:45 +00:00
Roger Wang
6c85da3a18
[V1]SupportsV0Only protocol for model definitions ( #13959 )
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Signed-off-by: Roger Wang <ywang@roblox.com>
2025-02-27 20:02:15 -05:00
Jee Jee Li
67fc426845
[Misc] Print FusedMoE detail info ( #13974 )
2025-02-27 18:53:13 -05:00
Benjamin Chislett
9804145cac
[Model][Speculative Decoding] Expand DeepSeek MTP code to support k > n_predict ( #13626 )
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Signed-off-by: Benjamin Chislett <benjamin.chislett@centml.ai>
2025-02-27 15:28:08 -08:00
Lucas Wilkinson
2e94b9cfbb
[Attention] Flash MLA for V1 ( #13867 )
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Signed-off-by: Yang Chen <yangche@fb.com>
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Yang Chen <yangche@fb.com>
2025-02-27 23:03:41 +00:00
qli88
8294773e48
[core] Perf improvement for DSv3 on AMD GPUs ( #13718 )
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Signed-off-by: qli88 <qiang.li2@amd.com>
2025-02-27 22:14:30 +00:00