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2805 Commits

Author SHA1 Message Date
Michael Goin
0f4f0191d8
[CI/Build] Replace lm-eval gsm8k tests with faster implementation (#23002) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-08-19 15:07:30 -07:00
amirkl94
a38b8af4c3
[NVIDIA] Add SM100 Flashinfer Cutlass MoE fp8 backend (#22357) 
Signed-off-by: Amir Klein <203507526+amirkl94@users.noreply.github.com>
 2025-08-19 18:01:53 -04:00
Marko Rosenmueller
80141bbf2f
fix: use cache_salt for gpt-oss (#23186) 
Signed-off-by: Marko Rosenmueller <5467316+dr75@users.noreply.github.com>
 2025-08-19 18:12:25 +00:00
22quinn
f7cf5b512e
[Frontend] Add /collective_rpc API endpoint (#23075) 
Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
 2025-08-19 17:29:32 +00:00
Isotr0py
d6a1a20973
[CI/Build] Update transformers to v4.55.2 (#23093) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-08-19 10:06:17 -07:00
Yuge Zhang
24f4d1a224
Add return_token_ids parameter to OpenAI API endpoints (#22587) 
Signed-off-by: Yuge Zhang <scottyugochang@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Simon Mo <simon.mo@hey.com>
 2025-08-19 09:48:31 -07:00
TJian
1298c67795
[FEAT] [Performance] Enable DP for ViT in Qwen2.5VL (#22742) 
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-08-19 15:25:57 +00:00
myselvess
b87cb97a53
[Model] support new model ovis2.5 (#23084) 
Signed-off-by: myselvess <244285088@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-08-19 13:12:59 +00:00
wang.yuqi
f856c33ce9
[Model] Add multi_label_classification support (#23173) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-08-19 12:54:30 +00:00
elvischenv
03752dba8f
[NVIDIA] Support Flashinfer TRTLLM FP8-q/kv/out Attention Kernel (#21716) 
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-08-19 08:22:15 -04:00
Isotr0py
31fd3265c8
[Bugfix] Fix broken Minimax-01-VL model (#22116) 
Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-08-19 08:49:29 +00:00
Woosuk Kwon
14006840ea
[V0 Deprecation] Remove V0 FlashInfer attention backend (#22776) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-08-18 19:54:16 -07:00
Robert Shaw
6603288736
[CI][V0 Deprecation] Removed V0 Only Chunked Prefill and Prefix Caching Tests (#22871) 
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-08-18 17:39:01 -07:00
Woosuk Kwon
c9b38be8aa
[Spec Decode] Make propose_draft_token_ids non-blocking for lower TTFT (#23041) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-08-18 17:20:38 -07:00
杨朱 · Kiki
569aefd134
chore: remove unnecessary patch_padding_side for the chatglm model (#23090) 
Signed-off-by: carlory <baofa.fan@daocloud.io>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-08-18 12:32:13 +00:00
Ning Xie
5a30bd10d8
[Bugfix] fix IntermediateTensors equal method (#23027) 
Signed-off-by: Andy Xie <andy.xning@gmail.com>
 2025-08-18 02:58:11 -07:00
Cyrus Leung
27e8d1ea3e
[Refactor] Define MultiModalKwargsItems separate from MultiModalKwargs (#23053) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-18 09:52:00 +00:00
Jee Jee Li
4d4061b6e7
[Kernel] Add cuda kernel for gpt_oss activation (#22951) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-08-17 05:03:24 +00:00
Cyrus Leung
5c32143b9d
[Refactor] Defer tensor data construction in MultiModalKwargs (#23030) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-16 21:05:50 -07:00
afeldman-nm
bf7f470b22
[V1] Logits processors extensibility (#19912) 
Signed-off-by: Andrew Feldman <afeldman@redhat.com>
Signed-off-by: Andrew Feldman <afeld2012@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Andrew Feldman <afeld2012@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-08-16 12:59:17 -07:00
Michael Goin
4fc722eca4
[Kernel/Quant] Remove AQLM (#22943) 
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2025-08-16 19:38:21 +00:00
Michael Goin
3253ae765e
[Flaky CI] Increase timeout tolerance for test_mp_crash_detection+test_default_mm_lora_chat_completions (#23028) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-08-16 18:33:08 +00:00
Woonggi Min
68373d3126
[Frontend] Added support for HermesToolParser for models without special tokens (#16890) 
Signed-off-by: minpeter <kali2005611@gmail.com>
 2025-08-16 17:38:42 +00:00
汪志鹏
829bbd7882
[New Model]mBART model (#22883) 
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
 2025-08-16 12:16:58 +00:00
Cyrus Leung
4dff91c93d
[Refactor] Allow optional MultiModalKwargsItem in IPC (#23022) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-16 11:30:49 +00:00
Isotr0py
2dbccce8a6
[CI][Bugfix] Skip Ovis2 generation test because of broken remote code (#22954) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-08-16 09:44:19 +00:00
Isotr0py
cc826a202b
[Multimodal] Update Tensor schema test to cover arbitrary shape mm inputs (#22867) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-08-16 00:44:50 -07:00
Andrew Sansom
78863f8c5c
[BugFix] Add support for loading prompt embeds tensors serialized on unavailable devices and sparse tensors (#22962) 
Signed-off-by: Andrew Sansom <andrew@protopia.ai>
 2025-08-16 06:25:10 +00:00
Calvin Chen
e4e37ded56
[V1] support min_tokens for detokener (#22014) 
Signed-off-by: calvin chen <wen.chen@dynamia.ai>
Co-authored-by: Nick Hill <nhill@redhat.com>
 2025-08-16 02:28:10 +00:00
Nick Hill
ad0297d113
[Misc] Support passing multiple request ids at once to AsyncLLM.abort() (#22944) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-08-15 17:00:36 -07:00
Yong Hoon Shin
3e2f7985a2
Support multiple attention groups for KV sharing (#22672) 
Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
 2025-08-15 16:54:10 -07:00
Or Ozeri
c280066f9d
[v1] Move block_hashes from KVCacheManager to Request.block_hashes (#19728) 
Signed-off-by: Or Ozeri <oro@il.ibm.com>
 2025-08-15 16:52:52 -07:00
Nick Hill
b9dc9d2607
[BugFix] Handle case where async utility call is cancelled (#22996) 
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Yinghai Lu <yinghai@thinkingmachines.ai>
 2025-08-15 17:38:42 -06:00
eigen
1723ef1aae
minor: zero workspace buffer init for flashinfer trtllm-gen attn (#22603) 2025-08-15 21:38:10 +00:00
Michael Goin
8a87cd27d9
[CI] Speed up Whisper tests by reusing server (#22859) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-08-15 16:56:31 -04:00
bnellnm
8ad7285ea2
[Kernels] Clean up FusedMoeMethodBase and modular kernel setup. Remove extra arguments from modular kernel methods. (#22035) 
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-08-15 14:46:00 -04:00
fhl2000
74f441f4b5
[Core] Allow full cudagraph with separate attention routines and orthogonal to compilation, add support for FA2 and FlashInfer (#20059) 
Signed-off-by: fhl <2410591650@qq.com>
Signed-off-by: fhl2000 <63384265+fhl2000@users.noreply.github.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
 2025-08-15 10:01:39 -04:00
Harry Mellor
e8b40c7fa2
[CI] Remove duplicated docs build from buildkite (#22924) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-08-15 05:58:06 -07:00
Thomas Parnell
75531a6c13
[V1] [Hybrid] Support using float32 for state in Hybrid Models (Mamba2, Mamba1, Minimax) (#22928) 
Signed-off-by: Daniel Afrimi <danielafrimi8@gmail.com>
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Daniel Afrimi <danielafrimi8@gmail.com>
Co-authored-by: Burkhard Ringlein <ngl@zurich.ibm.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
 2025-08-15 12:57:06 +00:00
Staszek Paśko
22341b996e
Improve multimodal hasher performance for re-used Image prompts (#22825) 
Signed-off-by: Staszek Pasko <staszek@gmail.com>
 2025-08-15 12:32:56 +00:00
Sayandip Dutta
aa300c438d
[Bugfix] Unquote file uri before reading image (#22912) 
Signed-off-by: Sayandip Dutta <sayandip199309@gmail.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-08-15 09:28:00 +00:00
amirai21
fe91ce9591
[V1] - Split Prefill and Decode for Mamba1 models (#22653) 
Signed-off-by: amirk <amirk@ai21.com>
Signed-off-by: asafg <asafg@ai21.com>
Co-authored-by: asafg <asafg@ai21.com>
Co-authored-by: Asaf Joseph Gardin <39553475+Josephasafg@users.noreply.github.com>
 2025-08-15 08:59:52 +00:00
wang.yuqi
5406ebf5c9
[CI] Pooling models mteb test uses enforce_eager (#22878) 
Signed-off-by: wang.yuqi <noooop@126.com>
 2025-08-15 01:16:15 -07:00
Asaf Joseph Gardin
3d232dbd19
[Mamba] - refactor: Renamed mamba_attn to mamba2_attn (#22818) 
Signed-off-by: asafg <asafg@ai21.com>
Co-authored-by: asafg <asafg@ai21.com>
 2025-08-15 06:38:05 +00:00
Wentao Ye
5c3fbfe46b
[Feature] Full Cuda Graph Support for Cutlass MLA and 6% E2E Throughput Improvement (#22763) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-08-15 06:27:30 +00:00
Michael Goin
0fe85087a9
[CI Perf] Prune tests in tests/kernels/attention/ (#22936) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-08-14 21:34:53 -06:00
Michael Goin
d2b0e97ea6
[CI Perf] Prune tests in tests/kernels/moe/ (#22939) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-08-14 21:33:42 -06:00
Michael Goin
590bddbfc5
[CI Perf] Prune tests in tests/kernels/quantization/ (#22942) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-08-14 21:25:34 -06:00
Nick Hill
ae05a6d83d
[BugFix] Fix port lookup in internal DP LB tests (#22252) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-08-15 11:17:11 +08:00
Simon Mo
f1f0d2fab8
Revert "[Kernel] Add cuda kernel for gpt_oss activation" (#22948) 2025-08-14 17:38:10 -07:00