7928 Commits

Author SHA1 Message Date
fhl2000
2e8cbb58f3
[BugFix] Fix full cuda graph slot_mapping (#21228)
Signed-off-by: fhl2000 <63384265+fhl2000@users.noreply.github.com>
2025-07-19 14:13:18 -07:00
Woosuk Kwon
752c6ade2e
[V0 Deprecation] Deprecate BlockSparse Attention & Phi3-Small (#21217)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2025-07-19 13:53:17 -07:00
Thomas Parnell
881e3cbe3b
[V1] [Hybrid] Enable piecewise CUDA Graph for mamba layers (#21194)
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
2025-07-19 19:27:21 +00:00
kourosh hakhamaneshi
9f414a12ad
[BugFix] Make PD work with Ray (#21072)
Signed-off-by: Kourosh Hakhamaneshi <kourosh@anyscale.com>
2025-07-19 08:46:50 -07:00
Jiayi Yan
6a971ed692
[Docs] Update the link to the 'Prometheus/Grafana' example (#21225) 2025-07-19 06:58:07 -07:00
Sungjae Lee
da6579bf41
[CI/CD][bugfix]fix: error argument to loads has incompatible type (#21223)
Signed-off-by: Sungjae Lee <33976427+llsj14@users.noreply.github.com>
Signed-off-by: Sungjae Lee <sung-jae.lee@navercorp.com>
2025-07-19 05:16:48 -07:00
Rabi Mishra
c81259d33a
Fix/remove some broken model executor tests (#21224)
Signed-off-by: Rabi Mishra <ramishra@redhat.com>
2025-07-19 12:15:07 +00:00
Li, Jiang
e3a0e43d7f
[bugfix] Fix auto thread-binding when world_size > 1 in CPU backend and refactor code (#21032)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
2025-07-19 05:13:55 -07:00
22quinn
b3d82108e7
[Bugfix][Frontend] Fix openai CLI arg middleware (#21220)
Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
2025-07-19 02:40:38 -07:00
Kaixi Hou
6d0734c562
[NVIDIA] Add SM100 Flashinfer MoE blockscale fp8 backend for low latency (#20645)
Signed-off-by: kaixih <kaixih@nvidia.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
2025-07-19 02:33:01 -07:00
shixianc
7d94577138
Add torch golden impl for moe_align_block_size kernel test (#20653)
Signed-off-by: Shixian Cui <shixian@amazon.com>
Co-authored-by: Shixian Cui <shixian@amazon.com>
2025-07-19 02:32:36 -07:00
Lucas Wilkinson
59f935300c
[BugFix] Fix potential cuda-graph IMA (#21196)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
2025-07-19 02:18:47 -07:00
Isotr0py
18e519ec86
[Bugfix] Fix ndarray video color from VideoAsset (#21064)
Signed-off-by: Isotr0py <2037008807@qq.com>
2025-07-19 02:17:16 -07:00
Jee Jee Li
1eaff27815
[V0 deprecation] Remove long context LoRA (#21169)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-07-19 02:15:41 -07:00
Huy Do
cf8cc32674
Fix a couple of Voxtral tests (#21218)
Signed-off-by: Huy Do <huydhn@gmail.com>
2025-07-19 09:13:41 +00:00
Chenyaaang
3a2cb2649d
[Misc][Tools][Benchmark] Add readme file for auto_tune script (#20779)
Signed-off-by: Chenyaaang <chenyangli@google.com>
2025-07-19 09:06:59 +00:00
김종곤
3e04107d97
[Model] EXAONE 4.0 model support (#21060)
Signed-off-by: Deepfocused <rlawhdrhs27@gmail.com>
Signed-off-by: woongsik <rlawhdrhs27@gmail.com>
2025-07-19 14:25:44 +08:00
Wentao Ye
37bd8d6e4c
[Bug] DeepGemm: Fix TypeError: per_block_cast_to_fp8() missing 1 required positional argument: 'use_ue8m0' for SM100 (#21187)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2025-07-18 23:25:22 -07:00
Lucas Wilkinson
468e2400fe
[BugFix][CPU] Fix TorchSDPABackendImpl doesn't have use_irope (#21200)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
2025-07-18 23:18:48 -07:00
Varun Sundar Rabindranath
dcc6cfb991
[Kernel][Performance] Tweak MoE Batched silu_mul_fp8_quant_deep_gemm kernel (#21193)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
2025-07-18 23:09:51 -07:00
Woosuk Kwon
dd572c0ab3
[V0 Deprecation] Remove V0 Spec Decode workers (#21152)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2025-07-18 21:47:50 -07:00
Varun Sundar Rabindranath
9ffe905a41
[Bugfix][Model] Fix LoRA for Mistral-Small-3.1-24B-Instruct-2503 (#21183)
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
2025-07-18 21:15:03 -07:00
Lucia Fang
9a9fda1423
[Core] Support Local Chunked Attention for Hybrid KV Cache (#19351)
Signed-off-by: Lucia Fang <fanglu@fb.com>
Signed-off-by: Lu Fang <fanglu@meta.com>
Signed-off-by: Lu Fang <fanglu@fb.com>
Co-authored-by: Lu Fang <fanglu@meta.com>
2025-07-18 20:48:38 -07:00
Jee Jee Li
466e878f2a
[Quantization] Enable BNB support for more MoE models (#21100)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-07-18 17:52:02 -07:00
Rui Qiao
217937221b
Elastic Expert Parallel Initial Support (#20775)
Signed-off-by: Rui Qiao <ruisearch42@gmail.com>
2025-07-18 17:46:09 -07:00
hax0r31337
5782581acf
[Bugfix] Voxtral on Blackwell GPUs (RTX 50 series) (#21077)
Signed-off-by: hax0r31337 <liulihaocaiqwq@gmail.com>
2025-07-18 18:40:18 -04:00
JialinOuyang-Meta
0f199f197b
[Core] Avoid KVCacheBlock.__eq__ invocations in FreeKVCacheBlockQueue (#21005)
Signed-off-by: Jialin Ouyang <jialino@meta.com>
2025-07-18 12:34:40 -07:00
Richard Zou
b2eb2b5ad7
[Kernel] Apply torch.Tag.needs_fixed_stride_order only for torch==2.6.0 (#19346)
Signed-off-by: rzou <zou3519@gmail.com>
2025-07-18 14:10:21 -04:00
Richard Zou
21274ab476
[CI] Update CODEOWNERS for vllm/compilation (#21185)
Signed-off-by: Richard Zou <zou3519@gmail.com>
2025-07-18 06:51:12 -07:00
Thomas Parnell
ed8cbfedf8
Let GraniteMoeAttention use YaRN (#21174)
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
2025-07-18 05:52:52 -07:00
Cyrus Leung
45badd05d0
[Core] Set pooling params based on task and model (#21128)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-07-18 05:41:17 -07:00
ElizaWszola
4adc66f64d
[Bugfix] Allocate less memory in non-batched CUTLASS MoE (#21121)
Signed-off-by: ElizaWszola <ewszola@redhat.com>
2025-07-18 18:55:52 +08:00
Cyrus Leung
55ad648715
[Doc] Fix typo in model name (#21178)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-07-18 03:55:10 -07:00
wang.yuqi
5895afd780
[Bugfix] The special_tokens in tokenizer should also be controlled by do_lower_case in encoder_config. (#20750)
Signed-off-by: wang.yuqi <noooop@126.com>
2025-07-18 09:10:47 +00:00
wang.yuqi
ca4eb82bcb
[Model] Re-add the implicit conversion feature for as_seq_cls_model (#21103)
Signed-off-by: wang.yuqi <noooop@126.com>
2025-07-18 07:15:07 +00:00
Roger Wang
ba2dfbb0c2
[Misc] Make MM embedding merge interface explicit in model runner (#21147)
Signed-off-by: Roger Wang <hey@rogerw.me>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2025-07-18 07:13:57 +00:00
Jialin Ouyang
1bf65138f6
[benchmark] Sending request strictly follows the random intervals (#21108)
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
2025-07-18 06:22:08 +00:00
Woosuk Kwon
54cf1cae62
[Misc] Do not print async output warning for v1 (#21151)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2025-07-17 21:57:02 -07:00
shixianc
5780121c95
[Perf] Add swap_ab to SM90 FP8 non-block CUTLASS moe grouped gemm (#20911)
Signed-off-by: Shixian Cui <shixian@amazon.com>
Co-authored-by: Shixian Cui <shixian@amazon.com>
2025-07-18 04:34:43 +00:00
Shu Wang
c7d8724e78
[Core] FlashInfer CUTLASS fused MoE backend (NVFP4) (#20037)
Signed-off-by: shuw <shuw@nvidia.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
2025-07-17 21:32:45 -07:00
22quinn
b38baabcf9
[Doc] Add inplace weights loading example (#19640)
Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
2025-07-17 21:12:23 -07:00
Lucas Wilkinson
89cab4d01f
[Attention] Make local attention backend agnostic (#21093) 2025-07-18 00:10:42 -04:00
Lucia Fang
b9a21e9173
[Docs] Update supported models documentation with missing models (#20844)
Signed-off-by: Lu Fang <fanglu@fb.com>
2025-07-17 20:12:13 -07:00
Ricardo Decal
c4e3b12524
[Docs] Add minimal demo of Ray Data API usage (#21080)
Signed-off-by: Ricardo Decal <rdecal@anyscale.com>
2025-07-17 20:09:19 -07:00
elvischenv
8dfb45ca33
[Bugfix] Fix the tensor non-contiguous issue for Flashinfer TRT-LLM backend attention kernel (#21133) 2025-07-18 00:35:58 +00:00
Wentao Ye
8a8fc94639
[Log] Debugging Log with more Information (#20770)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2025-07-18 00:19:46 +00:00
Woosuk Kwon
4de7146351
[V0 deprecation] Remove V0 HPU backend (#21131)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2025-07-17 16:37:36 -07:00
Eric Curtin
ac9fb732a5
On environments where numa cannot be detected we get 0 (#21115)
Signed-off-by: Eric Curtin <ecurtin@redhat.com>
2025-07-17 18:52:17 +00:00
Jee Jee Li
a3a6c695f4
[Misc] Qwen MoE model supports LoRA (#20932)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-07-17 18:32:52 +00:00
Cyrus Leung
90bd2ab6e3
[Model] Update pooling model interface (#21058)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-07-17 16:05:40 +00:00