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Author SHA1 Message Date
Lucas Wilkinson
d0da99fb70
[BugFix] llama4 fa3 fix - RuntimeError: scheduler_metadata must have shape (metadata_size) (#16998) 
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
 2025-04-22 21:49:24 -07:00
Nick Hill
b2f195c429
[V1] Avoid socket errors during shutdown when requests are in in-flight (#16807) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-04-23 12:36:29 +08:00
vllmellm
047797ef90
[Bugfix] Triton FA function takes no keyword arguments (#16902) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
 2025-04-22 21:35:24 -07:00
Reid
eb8ef4224d
[doc] add download path tips (#17013) 
Signed-off-by: reidliu41 <reid201711@gmail.com>
Co-authored-by: reidliu41 <reid201711@gmail.com>
 2025-04-23 04:06:30 +00:00
Chendi.Xue
56a735261c
[INTEL-HPU][v0] Port delayed sampling to upstream (#16949) 
Signed-off-by: Michal Adamczyk <michal.adamczyk@intel.com>
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
Co-authored-by: Michal Adamczyk <madamczyk@habana.ai>
 2025-04-22 20:14:11 -07:00
youkaichao
e1cf90e099
[misc] tune some env vars for GB200 (#16992) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-04-23 10:59:48 +08:00
Chauncey
6bc1e30ef9
Revert "[Misc] Add S3 environment variables for better support of MinIO." (#17021) 2025-04-22 19:22:29 -07:00
vllmellm
7e081ba7ca
[BugFix] Revert ROCm Custom Paged Attention Env Flag Check (#17022) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
 2025-04-22 19:17:48 -07:00
Nick Hill
1e013fa388
[V1][DP] More robust DP/EP dummy request coordination (#16277) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-04-22 19:12:15 -07:00
Aleksandr Malyshev
bc7c4d206b
[Kernel][ROCM] Upstream prefix prefill speed up for vLLM V1 (#13305) 
Signed-off-by: Sage Moore <sage@neuralmagic.com>
Signed-off-by: root <root@banff-cyxtera-s73-5.ctr.dcgpu>
Signed-off-by: Aleksandr Malyshev <maleksan@amd.com>
Signed-off-by: root <root@banff-cyxtera-s65-4.amd.com>
Signed-off-by: maleksan85 <maleksan@amd.com>
Signed-off-by: <>
Co-authored-by: Sage Moore <sage@neuralmagic.com>
Co-authored-by: root <root@banff-cyxtera-s73-5.ctr.dcgpu>
Co-authored-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: qli88 <qiang.li2@amd.com>
Co-authored-by: root <root@banff-cyxtera-s65-4.amd.com>
 2025-04-22 19:11:56 -07:00
Yang Wang
f67e9e9f22
add Dockerfile build vllm against torch nightly (#16936) 
Signed-off-by: Yang Wang <elainewy@meta.com>
 2025-04-22 19:08:27 -07:00
Guillaume Calmettes
36fe78769f
[Bugfix] validate urls object for multimodal content parts (#16990) 
Signed-off-by: Guillaume Calmettes <gcalmettes@scaleway.com>
 2025-04-23 09:43:06 +08:00
Chenyaaang
83d933718c
[Core][V1][TPU] Enable structured decoding on TPU V1 (#16499) 
Signed-off-by: Chenyaaang <chenyangli@google.com>
 2025-04-22 18:05:23 -06:00
Nick Hill
5175b884f7
[BugFix] Remove default multiproc executor collective_rpc timeout (#17000) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-04-22 23:27:14 +00:00
Alexei-V-Ivanov-AMD
5536b30a4c
Fencing Kernels Tests for enabling on AMD (#16929) 
Signed-off-by: Alexei V. Ivanov <alexei.ivanov@amd.com>
 2025-04-22 09:32:40 -07:00
Richard Zou
7f58fb9718
Add assertion for no objects while hashing hf_config (#16930) 
Signed-off-by: rzou <zou3519@gmail.com>
 2025-04-22 09:32:22 -07:00
vllmellm
30bc3e0f66
[FEAT][ROCm]: Support AITER MLA (#15893) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: qli88 <qiang.li2@amd.com>
 2025-04-22 09:31:13 -07:00
Reid
f34410715f
[frontend] enhance tool_calls type check (#16882) 
Signed-off-by: reidliu41 <reid201711@gmail.com>
Co-authored-by: reidliu41 <reid201711@gmail.com>
 2025-04-22 15:40:24 +00:00
Chauncey
68d4c33202
[Misc] Add S3 environment variables for better support of MinIO. (#16977) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2025-04-22 14:27:36 +00:00
Zhengyuan Su (苏政渊)
f961d7f6ef
[BugFix] Pass in correct VLLM config in FlashInfer backend (#13207) (#16973) 
Signed-off-by: 苏政渊 <suzhengyuan@moonshot.cn>
Co-authored-by: 苏政渊 <suzhengyuan@moonshot.cn>
 2025-04-22 06:44:10 -07:00
Harry Mellor
d059110498
Improve configs - SpeculativeConfig (#16971) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-04-22 12:55:36 +00:00
Yang Fan
571e8dd65e
[Bugfix] Fix distributed bug again in Qwen2.5-VL & Qwen2.5-Omni (#16974) 
Signed-off-by: fyabc <suyang.fy@alibaba-inc.com>
 2025-04-22 12:23:17 +00:00
Reid
4b91c927f6
[Misc] refactor example series (#16972) 
Signed-off-by: reidliu41 <reid201711@gmail.com>
Co-authored-by: reidliu41 <reid201711@gmail.com>
 2025-04-22 11:44:21 +00:00
vllmellm
0e237f0035
[FEAT][ROCm] Integrate Paged Attention Kernel from AITER (#15001) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
 2025-04-22 02:46:28 -07:00
Cyrus Leung
8f7bace7c3
[Doc] Improve documentation for multimodal CLI args (#16960) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-04-22 08:35:35 +00:00
Nick Hill
e4d6144232
[BugFix] Fix incremental detokenization perf issue (#16963) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-04-22 08:16:19 +00:00
Lei Wang
8d32dc603d
[Kernel] Support Microsoft Runtime Kernel Lib for our Low Precision Computation - BitBLAS (#6036) 
Signed-off-by: xinyuxiao <xinyuxiao2024@gmail.com>
Co-authored-by: xinyuxiao <xinyuxiao2024@gmail.com>
 2025-04-22 09:01:36 +01:00
Woosuk Kwon
c4ab9f3e71
[V1] Remove pre-allocation for KV cache (#16941) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-04-22 00:52:18 -07:00
Flora Feng
2689d5c027
[Model] Use autoweightloader for mamba (#16950) 
Signed-off-by: sfeng33 <4florafeng@gmail.com>
 2025-04-22 07:48:15 +00:00
Chauncey
acba33a0f1
[Bugfix] Fix the issue where llm.generate cannot be called repeatedly after setting GuidedDecodingParams (#16767) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
Signed-off-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
 2025-04-22 06:02:20 +00:00
SnowCharm
a114bf20a3
[Perf] Optimize _update_states for GPU model runner (#16910) 
Signed-off-by: snowcharm <snowcharmqq@gmail.com>
 2025-04-22 14:01:54 +08:00
Michael Yao
3097ce3a32
[Doc] Update ai_accelerator/hpu-gaudi.inc.md (#16956) 
Signed-off-by: windsonsea <haifeng.yao@daocloud.io>
 2025-04-22 05:33:27 +00:00
Cyrus Leung
d6da9322c8
[Bugfix] Fix f-string for Python 3.9-3.11 (#16962) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-04-21 21:45:55 -07:00
omer-dayan
71ce44047f
Support S3 Sharded loading with RunAI Model Streamer (#16317) 
Signed-off-by: Omer Dayan (SW-GPU) <omer@run.ai>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-04-21 21:21:49 -07:00
Charlie Fu
188b7f9b8c
[Performance][ROCm] Add skinny gemms for unquantized linear on ROCm (#15830) 
Signed-off-by: charlifu <charlifu@amd.com>
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
 2025-04-21 20:46:22 -07:00
wangxiyuan
b9b4746950
[V1] Remove additional_config check (#16710) 
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
 2025-04-21 20:45:27 -07:00
Varun Sundar Rabindranath
7b8a2ab76f
[Kernel] Add expert_map support to Cutlass FP8 MOE (#16861) 
Signed-off-by: varun sundar rabindranath <vsundarr@redhat.com>
Co-authored-by: varun sundar rabindranath <vsundarr@redhat.com>
 2025-04-21 20:44:32 -07:00
Jee Jee Li
c9acbf1141
[Misc] Remove the chunked prefill warning for LoRA (#16925) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-04-21 20:44:24 -07:00
kliuae
5b794cae8d
[ROCm] Add aiter tkw1 kernel for Llama4 fp8 (#16727) 
Signed-off-by: kliuae <kuanfu.liu@embeddedllm.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com>
 2025-04-21 20:42:34 -07:00
Jeffrey Li
0e4254492f
[Bugfix]: fix issue with n>1 sampling on v1 requests overriding each other (#16863) 
Signed-off-by: Jeffrey Li <jeffrey.dot.li@gmail.com>
 2025-04-22 11:40:19 +08:00
Woosuk Kwon
1311913f55
[BugFix][Spec Decode] No in-place update to draft probs (#16952) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-04-21 19:54:19 -07:00
Cyrus Leung
29f395c97c
[Doc] Remove unnecessary V1 flag (#16924) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-04-21 21:04:38 -04:00
Nicolò Lucchesi
fa3bba2a53
[TPU][V1] Enable Top-P (#16843) 
Signed-off-by: NickLucche <nlucches@redhat.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-04-22 00:46:07 +00:00
Michael Goin
986537f1c3
[V1] V1 FlashInfer Attention (#16684) 
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Aurick Qiao <qiao@aurick.net>
 2025-04-22 00:38:41 +00:00
Nicolò Lucchesi
210207525e
[TPU][V1] Capture multimodal encoder during model compilation (#15051) 
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Signed-off-by: NickLucche <nlucches@redhat.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Siyuan Liu <lsiyuan@google.com>
 2025-04-21 18:36:59 -06:00
Michael Goin
71eda0bb76
Update Qwen1.5-MoE-W4A16-compressed-tensors.yaml (#16946) 2025-04-21 18:35:32 -06:00
Chengji Yao
471fe65630
[TPU][V1] Implicitly adjust page size when there's SMEM OOM (#16871) 
Signed-off-by: Chengji Yao <chengjiyao@google.com>
 2025-04-21 15:43:13 -06:00
Woosuk Kwon
3a0fba5cf4
[V1][Spec Decode] Handle draft tokens beyond max_model_len (#16087) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-04-21 12:38:50 -07:00
Chanh Nguyen
299ebb62b2
[Core] Speed up decode by remove synchronizing operation in sampler (#16436) 
Signed-off-by: Chanh Nguyen <cnguyen@linkedin.com>
Co-authored-by: Chanh Nguyen <cnguyen@linkedin.com>
 2025-04-21 18:18:22 +00:00
David Xia
f728ab8e35
[Doc] mention how to install in CPU editable mode (#16923) 
Signed-off-by: David Xia <david@davidxia.com>
 2025-04-21 17:45:51 +00:00