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2923 Commits

Author SHA1 Message Date
Asaf Joseph Gardin
3663870c72
[V1][Mamba1] - Full CUDA and Piecewise CUDA Graphs Support (#23035) 
Signed-off-by: asafg <asafg@ai21.com>
Signed-off-by: asafg <39553475+Josephasafg@users.noreply.github.com>
Co-authored-by: asafg <asafg@ai21.com>
 2025-08-20 20:08:51 -07:00
Cyrus Leung
2461d9e562
[CI/Build] Split out mm processor tests (#23260) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-20 20:05:20 -07:00
Li, Jiang
7be5d113d8
[CPU] Refactor CPU W8A8 scaled_mm (#23071) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
 2025-08-21 09:34:24 +08:00
Matthew Bonanni
10cc12ba66
Feature/mla tests (#23195) 
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2025-08-20 21:46:47 +00:00
bigmoyan
582bbe6bd7
[Fix] correct tool_id for kimi-k2 when use tool_choice=required (#21259) 
Co-authored-by: wangzhengtao <wangzhengtao@msh.team>
 2025-08-20 12:59:54 -07:00
Michael Goin
0cdbf5e61c
[Kernel/Quant] Remove the original marlin format and qqq (#23204) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-08-20 15:13:36 -04:00
Yong Hoon Shin
dfd2382039
[torch.compile] Support conditional torch.compile per module (#22269) 
Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
 2025-08-20 16:52:59 +00:00
Woosuk Kwon
d6d13bd49e
[Misc] Add max_seq_len to CommonAttentionMetadata (#23216) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-08-20 09:05:29 -07:00
shixianc
b17109beea
[Kernel] CUTLASS MoE FP8: Integrate cuda moe permute/unpermute (#23045) 
Signed-off-by: Shixian Cui <shixian@amazon.com>
 2025-08-20 10:35:26 -04:00
Cyrus Leung
4449235843
[Bugfix] Ensure correctness of HCXVision processing (#23254) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-20 14:19:30 +00:00
rongfu.leng
38217877aa
[Fix] fix offline env use local mode path (#22526) 
Signed-off-by: rongfu.leng <rongfu.leng@daocloud.io>
 2025-08-20 13:34:49 +00:00
xyxinyang
7cd17e22d7
[Model][V1] Support Ernie MTP (#22169) 
Signed-off-by: zhouchong <zhouchong03@baidu.com>
Co-authored-by: zhouchong <zhouchong03@baidu.com>
 2025-08-20 20:41:55 +08:00
Cyrus Leung
68fcd3fa73
[Bugfix] Ensure correctness of Cohere2Vision processing (#23245) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-20 11:09:18 +00:00
Xin Yang
83e69a09d6
[Model] Support deepseek with eagle (#21086) 
Signed-off-by: Xin Yang <xyangx@amazon.com>
 2025-08-20 19:01:31 +08:00
Nick Hill
8fd920924c
[BugFix] Fix stuck stats/metrics after requests are aborted (#22995) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-08-20 13:50:29 +08:00
Cyrus Leung
de7b67a023
[CI/Build] Sync multimodal tests (#23181) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-20 05:06:42 +00:00
Cyrus Leung
64ab3c7253
[Doc] Update V1 status of various pooling models (#23189) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-08-20 10:33:41 +08:00
Michael Goin
d46d417b58
[CI Perf] Only test bfloat16 for tests/compile/test_fusion_all_reduce.py (#23132) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-08-19 20:18:52 -06:00
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