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990 Commits

Author SHA1 Message Date
vllmellm
64deead719 [Bugfix] [ROCm] [UX]: revert Flex attention backend (#29371) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
 2025-11-25 06:56:06 +00:00
Harry Mellor
316c8492bf Scheduled removal of guided_* config fields (#29326) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-25 05:24:05 +00:00
Chen Zhang
71df2a57ef [Hybrid Allocator] Better layer padding strategy for gpt-oss eagle (#29303) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-11-24 14:28:32 -08:00
vllmellm
e48b2e6848 [Bugfix] [ROCm] [UX] Reorganize ROCm Backend Selection Logic (#26980) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
 2025-11-24 15:24:49 +00:00
rasmith
3999442f1c [CI/Build][AMD] Add check for flash_att_varlen_func to test_tree_attention.py (#29252) 
Signed-off-by: Randall Smith <ransmith@amd.com>
Co-authored-by: Randall Smith <ransmith@amd.com>
 2025-11-23 04:45:08 +00:00
rasmith
71362ffab4 [CI/Build][AMD] Skip test_multi_shared_storage_connector_consistency in test_multi_connector.py due to hipErrorLaunchFailure when calling .cpu() (#29253) 
Signed-off-by: Randall Smith <ransmith@amd.com>
Co-authored-by: Randall Smith <ransmith@amd.com>
 2025-11-23 04:42:49 +00:00
Nick Hill
7df331c66b [BugFix] Fix chunked prompt logprobs + preemption (#29071) 2025-11-22 16:07:18 -05:00
Nick Hill
d44a63c6d6 [BugFix] Fix returned logprobs with spec decode + prefill chunking (#29216) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-11-22 22:41:25 +08:00
Nicolò Lucchesi
066209a045 [Attention] Refactor FA block_size limitations to hybrid models only (#29084) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-11-22 06:38:44 -08:00
Cyrus Leung
5a4802588e [Misc] Further clean up chunked prefill and prefix caching init (#29186) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-22 19:34:15 +08:00
rasmith
8e22da1d7f [CI/Build Don't add FLASHINFER backend in test_cpu_offloading.py (#29229) 
Signed-off-by: Randall Smith <ransmith@amd.com>
Co-authored-by: Randall Smith <ransmith@amd.com>
 2025-11-22 11:00:54 +00:00
rasmith
a4fdf2405c [CI/Build] Skip tests that require libcudart in test_lmcache_integration.py (#29228) 
Signed-off-by: Randall Smith <ransmith@amd.com>
Co-authored-by: Randall Smith <ransmith@amd.com>
 2025-11-22 10:59:39 +00:00
Mark McLoughlin
c6fa3895e9 [KV Connector] Fix async connector prefix cache metrics (#28585) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
 2025-11-21 17:45:00 -05:00
Julien Denize
57430fc95c Default model load/config/tokenizer to mistral format if relevant files exist (#28659) 
Signed-off-by: Julien Denize <julien.denize@mistral.ai>
Signed-off-by: Julien Denize <40604584+juliendenize@users.noreply.github.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-11-21 13:58:59 -08:00
Wentao Ye
1f400c58b8 [CI] Add batch invariant test to ci (#27842) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-11-21 09:20:33 -07:00
WeiQing Chen
b34129bf8e [Misc] remove useless v1 env (#29164) 
Signed-off-by: David Chen <530634352@qq.com>
 2025-11-21 01:41:20 -08:00
Jialin Ouyang
30b9c67743 Revert "[Redo] #26368 (#28771)" (#29121) 
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
 2025-11-20 21:27:45 -08:00
Cyrus Leung
56e96b37e4 [V0 Deprecation] Remove best_of (#29090) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-21 11:40:40 +08:00
rasmith
c7a29d2c8d [CI/Build] Remove skip global cleanup in test_struct_output_generate.py (#29022) 
Signed-off-by: Randall Smith <ransmith@amd.com>
Co-authored-by: Randall Smith <ransmith@amd.com>
 2025-11-20 21:44:37 +00:00
rasmith
8237ab8a2b [CI/Build] Skip lm-format-enforcer tests in test_struct_output_generate.py for now (#29021) 
Signed-off-by: Randall Smith <ransmith@amd.com>
Co-authored-by: Randall Smith <ransmith@amd.com>
 2025-11-20 21:35:14 +00:00
Or Ozeri
647464719b [KVConnector][Core] Support cross-layer KV blocks (#27743) 
Signed-off-by: Or Ozeri <oro@il.ibm.com>
 2025-11-20 19:09:59 +01:00
Or Ozeri
c0c2dd1e0b [BugFix] kv_offloading: Fix bug in loading of partial cpu blocks (#28951) 
Signed-off-by: Or Ozeri <oro@il.ibm.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-11-20 18:55:10 +08:00
Wentao Ye
2c52c7fd9a [Bug] Fix torch dynamo warning Dynamo detected a call to a functools.lru_cache (#29038) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-11-20 16:52:23 +08:00
Benjamin Chislett
fcbcba6c70 [Feat] Iteration-level profiling for Torch and CUDA profiler (#28987) 
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Signed-off-by: Benjamin Chislett <chislett.ben@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-11-19 19:17:48 -08:00
Wentao Ye
1607e664f0 [Bug] Fix Batch Invariant MLA test (#28967) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-11-19 21:18:32 +00:00
Qiu
2fd893b4ce [Feature] Prefill Context Parallel (PCP) basic support (#28718) 
Signed-off-by: QiuChunshuo <qiuchunshuo@huawei.com>
Signed-off-by: FENP <yuanyongjie.yyj@antgroup.com>
Signed-off-by: LookAround <lixushi@huawei.com>
Signed-off-by: Jingchun Gao <gaojingchun1@huawei.com>
Signed-off-by: zhenwenqi2024 <zhenwenqi_2022@qq.com>
Co-authored-by: FENP <yuanyongjie.yyj@antgroup.com>
Co-authored-by: LookAround <lixushi@huawei.com>
Co-authored-by: Jingchun Gao <gaojingchun1@huawei.com>
Co-authored-by: zhenwenqi2024 <zhenwenqi_2022@qq.com>
Co-authored-by: Jingchun Gao <63247409+gjc0824@users.noreply.github.com>
 2025-11-19 15:52:44 -05:00
Didier Durand
09540cd918 [Doc]: fix typos in various files (#29010) 
Signed-off-by: Didier Durand <durand.didier@gmail.com>
 2025-11-19 04:56:21 -08:00
Chendi.Xue
c3e2978620 [NIXL] fix cpu PD after physical <> logical block_size PR (#28904) 
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
 2025-11-18 14:03:23 -05:00
Kevin H. Luu
c64c0b78de [chore] Move the rest of wikimedia url to S3 (#28921) 
Signed-off-by: Kevin H. Luu <khluu000@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-11-18 09:44:18 -08:00
Nicolò Lucchesi
f226a3f0c1 [CI][NIXL] Change default block_size for tests (#28927) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-11-18 09:22:30 -08:00
Nick Hill
5bdd155277 [CI] Fix async scheduling + spec decoding test flake (#28902) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-11-18 05:26:32 +00:00
Wentao Ye
a289cc1dde [Test] Batch Invariant: Rename and organize tests (#27421) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-11-17 18:09:47 -05:00
Ronald
d8874c61a5 [Core] Async Scheduling X Spec Decoding Compatibility (#24799) 
Signed-off-by: Ronald1995 <ronaldautomobile@163.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Signed-off-by: Benjamin Chislett <chislett.ben@gmail.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Benjamin Chislett <chislett.ben@gmail.com>
 2025-11-17 12:16:20 -08:00
Nick Hill
80b6080ddc [BugFix] Fix async scheduling + chunked prefill + preemption (#28787) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-11-17 06:46:46 +08:00
Eldar Kurtić
e439c784fa Add support for Eagle with separate lm-head and embed_tokens layers (#28549) 
Signed-off-by: Eldar Kurtic <8884008+eldarkurtic@users.noreply.github.com>
 2025-11-15 06:12:02 -08:00
Cyrus Leung
98b4d389ed [Redo] #26368 (#28771) 
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
 2025-11-14 22:47:41 -08:00
Chendi.Xue
c9e665852a [NIXL] heterogeneous block_size support (#26759) 
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
Signed-off-by: Chendi.Xue <chendi.xue@intel.com>
Co-authored-by: Nicolò Lucchesi <nicolo.lucchesi@gmail.com>
 2025-11-14 21:51:32 -08:00
Nick Hill
ac86bff8cb Revert "[Core] Performance: Use list[np.ndarray] instead of list[list… (#28773) 2025-11-14 20:24:00 -08:00
Jialin Ouyang
186352b270 [Core] Performance: Use list[np.ndarray] instead of list[list[int]] for output tokens for GC optimization (#26368) 
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
 2025-11-14 16:04:04 -08:00
Nick Hill
58e61e56b7 [Test] Rework e2e async scheduling tests (#28744) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-11-14 16:01:09 -08:00
Laith Sakka
2e0ad629b0 Avoid bytecode hook and simplify TorchCompileWrapperWithCustomDipatch (#25110) 
Signed-off-by: Laith Sakka <lsakka@meta.com>
 2025-11-14 14:11:10 -08:00
Marcin Ostrowski
0de4f217ab [Bugfix] TypeError: 'NoneType' object is not callable (#27410) 
Signed-off-by: Marcin Ostrowski <marcinx.ostrowski@intel.com>
 2025-11-14 21:13:53 +00:00
Cyrus Leung
e2741f6cbc [Chore] Rename SchedulerConfig.chunked_prefill_enabled (#28735) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-14 18:39:57 +00:00
Cyrus Leung
511a6b611d [Config] Clean up SchedulerConfig initialization (#28665) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-14 22:41:02 +08:00
Nicolò Lucchesi
96b23b8e3b [Bugfix][Nixl] Fix kernel physical<>logical block_size issue (#28677) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-11-14 22:40:05 +08:00
Yong Hoon Shin
9324e10275 Fix KV sharing fast prefill with cudagraph enabled (#28537) 
Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-11-14 11:53:42 +00:00
rasmith
93103575ce [BugFix][CI/Build][ROCM] Fix import error and apply assert in appropriate case in test_struct_output_generate (#28311) 
Signed-off-by: Randall Smith <ransmith@amd.com>
Co-authored-by: Randall Smith <ransmith@amd.com>
 2025-11-13 22:41:29 -08:00
Mark McLoughlin
6e25b1cddf [KV Connector] Test async mode in scheduler tests (#28550) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2025-11-13 18:30:59 -05:00
elvischenv
5d6ce2b960 [Perf] Support stream interval for reducing host overhead (#27869) 
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
 2025-11-13 13:21:25 -05:00
Yannick Schnider
119c4927b3 [Bugfix] Fix validate model input for decoder models (#27099) 
Signed-off-by: Yannick Schnider <yannick.schnider1@ibm.com>
Signed-off-by: Yannick Schnider <Yannick.Schnider1@ibm.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-11-13 10:18:47 -08:00