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2221 Commits

Author SHA1 Message Date
Michael Goin
ea6ae8cb45
[Bugfix] Fix marlin moe fallback logic for llama4 (#18042) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-05-13 07:53:28 +00:00
Chen Zhang
f0d610a8ae
[v1][KVCacheManager] Avoid full cache hit by controlling max_length (#17999) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-05-13 06:50:38 +00:00
Chauncey
dc1a821768
[Feature][V1] Support tool_choice: required when using Xgrammar as the StructuredOutputBackend. (#17845) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2025-05-12 23:01:31 -07:00
hissu-hyvarinen
f6518b2b48
[ROCm] Skip tests for quantizations incompatible with ROCm (#17905) 
Signed-off-by: Hissu Hyvarinen <hissu.hyvarinen@amd.com>
 2025-05-12 18:39:28 -06:00
bwshen-mi
acee8f48aa
[Model] Support MiMo-7B inference with MTP (#17433) 
Signed-off-by: wp-alpha <wangpeng66@xiaomi.com>
Co-authored-by: wangpeng66 <wangpeng66@xiaomi.com>
 2025-05-12 23:25:33 +00:00
wwl2755
dc9905368d
[V1][Spec Decode] Eagle unit tests (#17350) 
Signed-off-by: wwl2755 <wangwenlong2755@gmail.com>
 2025-05-12 23:01:17 +00:00
Russell Bryant
ebab1ac37c
[CI] Make JSON output tests less likely to fail (#17859) 
Signed-off-by: Russell Bryant <rbryant@redhat.com>
 2025-05-12 22:31:54 +00:00
Jonathan Berkhahn
98ea35601c
[Lora][Frontend]Add default local directory LoRA resolver plugin. (#16855) 
Signed-off-by: jberkhahn <jaberkha@us.ibm.com>
 2025-05-12 10:39:10 -07:00
Robert Shaw
d19110204c
[P/D] NIXL Integration (#17751) 
Signed-off-by: ApostaC <yihua98@uchicago.edu>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Signed-off-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com>
Signed-off-by: Robert Shaw <rshaw@neuralmagic.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Signed-off-by: Brent Salisbury <bsalisbu@redhat.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: ApostaC <yihua98@uchicago.edu>
Co-authored-by: Robert Shaw <rshaw@neuralmagic.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
Co-authored-by: Brent Salisbury <bsalisbu@redhat.com>
 2025-05-12 09:46:16 -07:00
Maximilien de Bayser
05a4324f8e
Initialize the delta tool call fields explicitly (#17340) 
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Co-authored-by: igmainc <igmainc@icloud.com>
 2025-05-12 13:28:58 +00:00
Cheng Kuan Yong Jason
08bf784078
[Bugfix] validate grammar and throw 400 error instead of crashing the engine when xgrammar validation fails (#17623) 
Signed-off-by: Jason Cheng <jasoncky96@gmail.com>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
 2025-05-12 09:06:10 +08:00
Isotr0py
021c16c7ca
[Model] Broadcast Ovis2 implementation to fit Ovis1.6 (#17861) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-05-11 17:56:30 -07:00
TJian
a810b5b088
[BugFix] [ROCm]: Bugfix and handle addition case of input for rocm_aiter_rms_norm (#17857) 
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
 2025-05-11 04:17:11 -07:00
wang.yuqi
e4b8713380
[New Model]: nomic-embed-text-v2-moe (#17785) 2025-05-11 00:59:43 -07:00
Dipika Sikka
cd3edfc908
[Misc] Add compressed-tensors NVFP4A16 emulation support (#17914) 
Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com>
Signed-off-by: Dipika <dipikasikka1@gmail.com>
 2025-05-11 15:58:38 +08:00
Frieda Huang
9cea90eab4
[Frontend] Add /classify endpoint (#17032) 
Signed-off-by: Frieda (Jingying) Huang <jingyingfhuang@gmail.com>
 2025-05-11 07:57:07 +00:00
Ben Browning
8132365b74
[Bugfix]: v1 engine - consider lora adapters in allowed_token_ids (#17855) 
Signed-off-by: Ben Browning <bbrownin@redhat.com>
 2025-05-11 00:53:58 -07:00
Jinzhen Lin
d74e5f37bc
[Kernel] fp4 marlin kernel (#17687) 
Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
 2025-05-10 19:58:49 -07:00
Chen Zhang
ca66a1674c
[v1] Rename specialized_manager.py to single_type_kv_cache_manager.py (#17946) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-05-10 16:14:12 -07:00
Chen Zhang
950751a987
[v1] Pass BlockTable and KVCacheSpec to AttentionMetadataBuilders (#17483) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-05-10 16:12:04 -07:00
Ximo Guanter
fc4441a4ee
Add missing content type headers to /ping and /health (#17036) (#17786) 
Signed-off-by: Ximo Guanter <ximo.guanter@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-10 07:13:32 +01:00
tracelogfb
246e3e0a36
fix broken test vllm:test_kernels - test_attention_selector.py::test_flash_attn (#17873) 
Co-authored-by: Stephen Chen <tracelog@meta.com>
 2025-05-10 10:46:54 +08:00
Pavani Majety
0c0fdae84f
[Hardware/NVIDIA/Kernel] Enable nvidia/DeepSeek-R1-FP4 Model (#16362) 2025-05-09 16:24:41 -07:00
Harry Mellor
4b2ed7926a
Improve configs - the rest! (#17562) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-09 15:18:44 -07:00
Cyrus Leung
6e5595ca39
[CI/Build] Automatically retry flaky tests (#17856) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-05-09 09:55:17 -06:00
Chen Zhang
200da9a517
[v1] Move block management logic from KVCacheManager to SpecializedManager (#17474) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-05-09 15:25:34 +00:00
Harry Mellor
c6798baa9c
Change top_k to be disabled with 0 (still accept -1 for now) (#17773) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-09 10:01:49 +00:00
Ning Xie
d310e6de98
[BUGFIX]: return fast when request requires prompt logprobs (#17251) 2025-05-08 21:25:41 -07:00
vllmellm
3c9396a64f
[FEAT][ROCm]: Support AITER MLA on V1 Engine (#17523) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: qli88 <qiang.li2@amd.com>
Co-authored-by: Hongxia Yang <62075498+hongxiayang@users.noreply.github.com>
 2025-05-09 10:42:05 +08:00
Shu Wang
376786fac1
Add cutlass support for blackwell fp8 blockwise gemm (#14383) 
Signed-off-by: Shu Wang <shuw@nvidia.com>
 2025-05-08 15:09:55 -07:00
Russell Bryant
ec54d73c31
[CI] Fix test_collective_rpc (#17858) 
Signed-off-by: Russell Bryant <rbryant@redhat.com>
 2025-05-08 16:47:12 +00:00
fxmarty-amd
bb239a730f
[Bugfix] Fix quark fp8 format loading on AMD GPUs (#12612) 
Signed-off-by: Felix Marty <felmarty@amd.com>
Signed-off-by: kewang2 <kewang2@amd.com>
Co-authored-by: kewang2 <kewang2@amd.com>
 2025-05-08 02:53:53 -07:00
Jevin Jiang
a463555dee
[TPU] Fix the test_sampler (#17820) 2025-05-08 05:51:33 -04:00
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
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
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
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
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
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
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
Yong Hoon Shin
324a3119b0
Fix test_memory_usage_no_spec (#17754) 
Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
 2025-05-07 00:10:33 -07:00
Cyrus Leung
8a15c2603a
[Frontend] Add missing chat templates for various MLLMs (#17758) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-05-07 00:10:01 -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
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
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
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