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4295 Commits

Author SHA1 Message Date
Ximingwang-09
597051e56f
[Qwen3]add qwen3-235b-bf16 fused moe config on A100 (#17715) 2025-05-07 23:09:32 -07:00
Cyrus Leung
96722aa81d
[Frontend] Chat template fallbacks for multimodal models (#17805) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-05-07 23:05:54 -07:00
Agata Dobrzyniewicz
843b222723
[Hardware][Intel-Gaudi] Support Automatic Prefix Caching on HPU (#17648) 
Signed-off-by: Agata Dobrzyniewicz <adobrzyniewicz@habana.ai>
 2025-05-07 22:37:03 -07:00
Hashem Hashemi
5a499e70d5
[Kernel][Hardware][AMD] Bf16 mfma opt for ROCm skinny GEMMs (#17071) 
Signed-off-by: Hashem Hashemi <hashem.hashemi@amd.com>
Signed-off-by: charlifu <charlifu@amd.com>
Co-authored-by: charlifu <charlifu@amd.com>
 2025-05-07 22:34:49 -07:00
Russell Bryant
6930a41116
[V1] Add VLLM_ALLOW_INSECURE_SERIALIZATION env var (#17490) 
Signed-off-by: Russell Bryant <rbryant@redhat.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
 2025-05-08 13:34:02 +08:00
Harry Mellor
998eea4a0e
Only log non-default CLI args for online serving (#17803) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-07 22:33:29 -07:00
Vadim Markovtsev
b2da14a05a
Improve exception reporting in MP engine (#17800) 
Signed-off-by: Vadim Markovtsev <vadim@poolside.ai>
 2025-05-08 05:32:39 +00:00
Chanh Nguyen
7ea2adb802
[Core] Support full cuda graph in v1 (#16072) 
Signed-off-by: Chanh Nguyen <cnguyen@linkedin.com>
Co-authored-by: Chanh Nguyen <cnguyen@linkedin.com>
 2025-05-07 22:30:15 -07:00
Nick Hill
3d13ca0e24
[BugFix] Fix --disable-log-stats in V1 server mode (#17600) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-05-08 04:08:15 +00:00
Wallas Henrique
d43f914d42
[Core][Feature] Input metadata dump on crash (#13407) 
Signed-off-by: Wallas Santos <wallashss@ibm.com>
 2025-05-07 22:15:09 +00:00
Nick Hill
ed5272cf21
[BugFix] Avoid secondary missing MultiprocExecutor.workers error (#17811) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-05-07 21:55:04 +00:00
Akshat Tripathi
c20ef40fd0
[Hardware][TPU][V1] Multi-LoRA implementation for the V1 TPU backend (#14238) 
Signed-off-by: Akshat Tripathi <akshat@krai.ai>
Signed-off-by: Chengji Yao <chengjiyao@google.com>
Co-authored-by: Chengji Yao <chengjiyao@google.com>
 2025-05-07 16:28:47 -04:00
Bowen Bao
db593aa67f
[Quantization] Quark MXFP4 format loading (#16943) 2025-05-07 15:05:05 -04:00
Isotr0py
f98e307588
[Bugfix] Fix missing lora name mapping for lora without prefix (#17793) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-05-07 16:17:12 +00:00
Harry Mellor
646a31e51e
Fix and simplify deprecated=True CLI kwarg (#17781) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-07 16:51:06 +01:00
Isotr0py
be8ff88e66
[Bugfix] Fix Video IO error for short video (#17791) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-05-07 15:36:06 +00:00
Gregory Shtrasberg
32aa74c09c
[ROCm][FP8][Kernel] FP8 quantization fused into Custom Paged Attention (#17139) 
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
 2025-05-07 07:12:35 -07:00
Yong Hoon Shin
98c89e16ff
Make key optional for rotary embedding (#17566) 
Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
 2025-05-07 00:11:46 -07:00
Satyajith Chilappagari
043e4c4955
Add NeuronxDistributedInference support, Speculative Decoding, Dynamic on-device sampling (#16357) 
Signed-off-by: Satyajith Chilappagari <satchill@amazon.com>
Co-authored-by: Aaron Dou <yzdou@amazon.com>
Co-authored-by: Shashwat Srijan <sssrijan@amazon.com>
Co-authored-by: Chongming Ni <chongmni@amazon.com>
Co-authored-by: Amulya Ballakur <amulyaab@amazon.com>
Co-authored-by: Patrick Lange <patlange@amazon.com>
Co-authored-by: Elaine Zhao <elaineyz@amazon.com>
Co-authored-by: Lin Lin Pan <tailinpa@amazon.com>
Co-authored-by: Navyadhara Gogineni <navyadha@amazon.com>
Co-authored-by: Yishan McNabb <yishanm@amazon.com>
Co-authored-by: Mrinal Shukla <181322398+mrinalks@users.noreply.github.com>
 2025-05-07 00:07:30 -07:00
Jee Jee Li
ba7703e659
[Misc] Remove qlora_adapter_name_or_path (#17699) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-05-06 23:10:37 -07:00
Wanrui Dai
f80ae5bdcf
[Kernel] Use fused rmsnorm for some models like qwen3 series (#17735) 
Signed-off-by: evian <eviantai@u.nus.edu>
Co-authored-by: evian <eviantai@u.nus.edu>
 2025-05-06 23:10:02 -07:00
Szymon Ożóg
1a45a61387
[Kernel] GGUF MoeVec kernel (#16780) 
Signed-off-by: SzymonOzog <szymon.ozog@aleph-alpha.com>
Signed-off-by: SzymonOzog <szymon.ozog@gmail.com>
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
 2025-05-06 23:07:23 -07:00
Isotr0py
c3e9d5060e
[Misc] Use apply_rotary_emb from vllm_flash_attn for Qwen2-VL vision RoPE (#17726) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-05-07 04:51:33 +00:00
Jee Jee Li
822de7fb94
[Misc] Split model loader (#17712) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-05-07 12:42:26 +08:00
Woosuk Kwon
8d84d836d1
[BugFix][Spec Decode] Fix hidden size mismatch between target and eagle head (#17740) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-05-06 19:51:26 -07:00
Michael Goin
e50a1f1a9c
[TPU] Add kernel test for moe_pallas (#17496) 
Signed-off-by: Michael Goin <mgoin64@gmail.com>
 2025-05-06 17:59:57 -07:00
Chih-Chieh Yang
18dd5e01f2
[Model] Mamba2 causal conv1d Refactor to Split Prefill and Decode Requests for Corresponding Kernels (#17146) 
Signed-off-by: Chih-Chieh-Yang <7364402+cyang49@users.noreply.github.com>
 2025-05-06 17:59:30 -07:00
Hongxia Yang
ed3a1d2106
[ROCm] fix num_stages for default moe config to avoid triton OutOfResource error (#17744) 
Signed-off-by: Hongxia Yang <hongxia.yang@amd.com>
 2025-05-07 00:39:48 +00:00
Thomas Parnell
2f925e5777
[Kernel] Unified Triton kernel that doesn't distinguish between prefill + decode (#16828) 
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Co-authored-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
 2025-05-06 18:21:48 -04:00
Gregory Shtrasberg
de906b95f9
[Bugfix] Fix for the condition to accept empty encoder inputs for mllama (#17732) 
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
 2025-05-06 19:59:06 +00:00
d.transposed
d456aea71f
[Misc] Add Next Edit Prediction (NEP) datasets support in benchmark_serving.py (#16839) 
Signed-off-by: dtransposed <damian@damian-ml-machine.europe-west3-b.c.jetbrains-grazie.internal>
Signed-off-by: dtransposed <>
Co-authored-by: dtransposed <damian@damian-ml-machine.europe-west3-b.c.jetbrains-grazie.internal>
 2025-05-06 15:38:45 -04:00
Jevin Jiang
621ca2c0ab
[TPU] Increase block size and reset block shapes (#16458) 2025-05-06 13:55:04 -04:00
Chen Zhang
aabcd2cae3
[v1] Introduce KVCacheBlocks as interface between Scheduler and KVCacheManager (#17479) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-05-06 08:50:34 -07:00
Aaron Pham
175bda67a1
[Feat] Add deprecated=True to CLI args (#17426) 
Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
 2025-05-06 08:11:27 -07:00
Chen Zhang
cba31c47c4
[v1] AttentionMetadata for each layer (#17394) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-05-06 07:58:37 -07:00
Li, Jiang
a6fed02068
[V1][PP] Support PP for MultiprocExecutor (#14219) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
Signed-off-by: jiang.li <jiang1.li@intel.com>
 2025-05-06 07:58:05 -07:00
Michael Goin
d419aa5dc4
[V1] Enable TPU V1 backend by default (#17673) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-05-06 06:49:49 -07:00
Mengqing Cao
f9bc5a0693
[Bugfix] Fix triton import with local TritonPlaceholder (#17446) 
Signed-off-by: Mengqing Cao <cmq0113@163.com>
 2025-05-06 17:53:09 +08:00
Lucas Wilkinson
6eae34533a
[Misc] Fix ScalarType float4 naming (#17690) 
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
 2025-05-06 01:07:15 -07:00
Richard Zou
edbf2d609e
[easy] Fix logspam on PiecewiseBackend errors (#17138) 
Signed-off-by: rzou <zou3519@gmail.com>
 2025-05-05 23:46:11 -07:00
Stan Wozniak
999328be0d
[Model] Add GraniteMoeHybrid 4.0 model (#17497) 
Signed-off-by: Thomas Ortner <boh@zurich.ibm.com>
Signed-off-by: Stanislaw Wozniak <stw@zurich.ibm.com>
Co-authored-by: Thomas Ortner <boh@zurich.ibm.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
 2025-05-06 12:00:31 +08:00
Varun Sundar Rabindranath
90bd2ae172
[Bugfix] LoRA - Retire unused maxnreg LoRA kernel argument (#17677) 2025-05-05 17:34:29 -07:00
Nicolò Lucchesi
5941e0b7ea
[TPU][V1] Add support for top-logprobs (#17072) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-05-05 14:20:15 -07:00
XiongfeiWei
9765940824
[TPU] Enable gemma3-27b with TP>1 on multi-chips. (#17335) 
Signed-off-by: Xiongfei Wei <isaacwxf23@gmail.com>
 2025-05-05 14:19:58 -07:00
Jinzhen Lin
1d0c9d6b2d
[Kernel] some optimizations for dense marlin and moe marlin (#16850) 
Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
 2025-05-05 09:39:30 -07:00
Chauncey
5394ad7387
[Bugfix] fix KeyError on top logprobs are special tokens (#17637) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2025-05-04 19:22:35 -07:00
Tyler Michael Smith
68e1ee0072
[Bugfix][Easy] Fix whitespace in shm_broadcast.py logging (#17635) 
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2025-05-04 19:20:19 -07:00
Cyrus Leung
2858830c39
[Bugfix] Prioritize dtype in root config before checking text config (#17629) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-05-04 12:43:05 +00:00
Harry Mellor
d6484ef3c3
Add full API docs and improve the UX of navigating them (#17485) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-03 19:42:43 -07:00
Cyrus Leung
46fae69cf0
[Misc] V0 fallback for --enable-prompt-embeds (#17615) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-05-03 22:59:24 +00:00