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extensible-kv-cache
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60 Commits
Author SHA1 Message Date
Nick HillandZhuohan Li 80e00e5ac6 [Core] Pick extensible KV cache memory from #47363 
Reserve the KV cache address range with CUDA virtual memory, commit a
minimal prefix before CUDA graph capture, measure real post-capture
memory usage, then commit the final KV cache size with stable tensor
addresses. Opt-in via --enable-extensible-kv-cache.

Squashed pick of vllm-project/vllm#47363.

Co-authored-by: Zhuohan Li <zhuohan123@gmail.com>
Signed-off-by: Nick Hill <nickhill@us.ibm.com>
 2026-07-20 14:42:55 +01:00
Ting SUNGitHubNick Hill
 		8b91cd5b20 [Bugfix][Core] Close underlying iterator in merge_async_iterators single-iterator fast path (#44726) 
Signed-off-by: Ting Sun <suntcrick@gmail.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
 2026-07-07 05:13:41 -07:00
Kunshang JiandGitHub fb42e5219e [Platform] Replace torch.cuda.mem_get_info with torch.accelerator.get_memory_info (#44825) 
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
 2026-06-30 14:39:52 +08:00
Nick HillandGitHub 4e07ca2c92 [Core] Add VLLM_GPU_SYNC_CHECK env var (#44800) 2026-06-26 08:24:33 -07:00
Ting SUNGitHubShengqi Chen
 		c45f681932 [Bugfix][Core] Fall back when numactl --membind is blocked in constrained containers (#45438) 
Signed-off-by: Ting Sun <suntcrick@gmail.com>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>
 2026-06-16 09:49:56 -07:00
Nick HillandGitHub 6f8b40a23f [BugFix][CI] Fix added _has_module tests (#44248) 
Signed-off-by: Nick Hill <nickhill123@gmail.com>
 2026-06-01 14:23:12 -07:00
Jeffrey WangGitHubesmeetuNick Hill
 		29d69332aa [BugFix] Fix _has_module to verify native deps via trial import (#44035) 
Signed-off-by: esmeetu <jasonailu87@gmail.com>
Signed-off-by: Jeffrey Wang <jeffreywang@anyscale.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: esmeetu <jasonailu87@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
 2026-05-31 22:06:33 -07:00
Vadim GimpelsonGitHubCursor
 		bf18d7e0b4 [Misc][NUMA] Auto-bind to PCT priority cores on DGX B300 + widen EngineCore across shard NUMA nodes (#43270) 
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
Co-authored-by: Cursor <noreply@cursor.com>
 2026-05-29 10:07:44 +08:00
Divakar VermaandGitHub 35d0141a0b [ROCm][CI] add warmup to mem_util test before measurement (#43236) 
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
 2026-05-22 03:17:54 +00:00
David ZhengandGitHub ee38750a75 [Bugfix] Fix spawn_new_process_for_each_test silently swallowing test failures (#41423) 
Signed-off-by: dqzhengAP <dqzheng1996@gmail.com>
 2026-05-06 11:17:15 -04:00
Nithin ChalapathiGitHubCyrus Leung
 		80b18230e0 [Frontend] Add multimodal support to /inference/v1/generate endpoint (#38405) 
Signed-off-by: Nithin Chalapathi <nithin.ch10@gmail.com>
Signed-off-by: Nithin Chalapathi <nithinc@berkeley.edu>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2026-04-17 20:31:56 -07:00
haosdentGitHubDarkLight1337
 		995e9a209e [Bugfix] Use is_integrated to detect UMA GPUs for memory reporting (#35356) 
Signed-off-by: haosdent <haosdent@gmail.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-04-13 11:07:40 -07:00
Shengqi ChenGitHubJason LiRoger Wang
 		75e01a39a1 [Feature] NUMA binding support for GPU workers (#38635) 
Signed-off-by: Shengqi Chen <harry-chen@outlook.com>
Co-authored-by: Jason Li <jasonlizhengjian@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2026-04-08 09:55:24 -07:00
Jeffrey WangandGitHub de5e6c44c6 [Feat][Executor] Introduce RayExecutorV2 (#36836) 
Signed-off-by: Jeffrey Wang <jeffreywang@anyscale.com>
 2026-04-01 14:34:29 -07:00
Wentao YeandGitHub bf5eec638d [Refactor] Remove unused utils (#38153) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-03-26 17:08:19 +08:00
Kunshang JiandGitHub 747b068136 [Hardware] Replace memory related torch.cuda APIs (#37031) 
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
 2026-03-16 10:24:48 +00:00
Walter Beller-MoralesandGitHub 43e77e59ab [BugFix] avoid infinite loop with VLLM_PORT and get_open_ports_list (#36191) 
Signed-off-by: walterbm <walter.beller.morales@gmail.com>
 2026-03-05 22:15:29 -08:00
Cyrus LeungandGitHub 83449a5ff0 [Refactor] Clean up pooling serial utils (#33665) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-03 10:29:18 +00:00
Michael GoinandGitHub ca1969186d [UX] Enable nested configs in config yaml files (#33193) 2026-01-28 16:54:25 -05:00
Cyrus LeungandGitHub 2b8a38b6d6 [Model] Extend collect_children and no_init_weights contexts (#32757) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-01-22 08:20:27 +00:00
Amir SamaniGitHubyoukaichao
 		030fc44914 use the same stream for cuda graph catpure and replay for NCCL (#29207) 
Signed-off-by: Amir Samani <asamani@nvidia.com>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
 2025-12-25 19:10:03 +08:00
Yanan CaoandGitHub cbedb703cc [Frontend] Remove confusing -O.xx flag error (#30169) 
Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
 2025-12-07 02:53:42 +00:00
Yanan CaoandGitHub 62b3333448 [Frontend] Remove deprecated -O.xx flag (#29991) 
Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
 2025-12-05 00:47:22 -08:00
Cyrus LeungandGitHub fa59fe417f [Chore] Move detokenizer_utils to vllm/tokenizers (#29727) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-29 06:25:17 -08:00
Yanan CaoGitHubClaude
 		3461e7efd8 [Frontend] Remap -O to -cc commandline flag (#29557) 
Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
 2025-11-28 21:51:12 +00:00
Morrison TurnanskyGitHubadabeytaLuka GovedičHarry Mellor
 		0838b52e2e [Frontend][torch.compile] CompilationConfig Overhaul (#20283): Set up -O infrastructure (#26847) 
Signed-off-by: morrison-turnansky <mturnans@redhat.com>
Signed-off-by: adabeyta <aabeyta@redhat.com>
Signed-off-by: Morrison Turnansky <mturnans@redhat.com>
Co-authored-by: adabeyta <aabeyta@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-27 01:55:58 -08:00
Harry MellorandGitHub 51fc9e017a Scheduled removal of CompilationConfig.use_inductor (#29323) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-25 12:55:42 +00:00
Yanan CaoandGitHub 48c879369f [Frontend] Change CompilationMode to a proper Enum (#28165) 
Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
 2025-11-11 19:46:18 -05:00
Cyrus LeungandGitHub 7c2bdb83dc [Misc] Clean up utils (#27552) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-27 09:05:40 +00:00
Zhewen LiandGitHub fc168c33f3 [CI/Build] Fix test_torch_utils in AMD CI (#27317) 
Signed-off-by: zhewenli <zhewenli@meta.com>
 2025-10-24 12:26:00 -07:00
dongbo910220GitHubCyrus Leung
 		a0003b56b0 [Chore] Separate out system utilities from vllm.utils (#27201) 
Signed-off-by: dongbo910220 <1275604947@qq.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-10-22 20:25:25 +00:00
wang.yuqiGitHubgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>Cyrus Leung
 		1f633b8632 [Frontend][3/N] Improve all pooling task | Support binary embedding response (#27066) 
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-10-22 18:38:57 +08:00
Cyrus LeungandGitHub d31f7844f8 [Misc] Move utils to avoid conflicts with stdlib, and move tests (#27169) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-19 05:20:55 -07:00
iAmir97GitHubiAmir97
 		7a6c8c3fa1 [Chore] Separate out vllm.utils.network_utils (#27164) 
Signed-off-by: iAmir97 <Amir.balwel@embeddedllm.com>
Co-authored-by: iAmir97 <Amir.balwel@embeddedllm.com>
 2025-10-19 03:06:32 -07:00
dongbo910220andGitHub 8a297115e2 [Chore] Separate out hashing utilities from vllm.utils (#27151) 
Signed-off-by: dongbo910220 <1275604947@qq.com>
 2025-10-19 11:09:38 +08:00
Isotr0pyandGitHub 6ac5e06f7c [Chore] Clean up pytorch helper functions in vllm.utils (#26908) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: isotr0py <2037008807@qq.com>
 2025-10-18 09:48:22 -07:00
iAmir97GitHubiAmir97gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 		1d165d6d85 [Chore] Separate out vllm.utils.mem_utils (#27143) 
Signed-off-by: iAmir97 <Amir.balwel@embeddedllm.com>
Signed-off-by: iAmir97 <71513472+iAmir97@users.noreply.github.com>
Co-authored-by: iAmir97 <Amir.balwel@embeddedllm.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-10-18 10:06:59 +00:00
Luka GovedičandGitHub bd7157a071 [torch.compile] Enable attention and allreduce fusion without custom ops enabled (#24604) 
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-10-17 08:10:23 -06:00
Cyrus LeungandGitHub 4d4d6bad19 [Chore] Separate out vllm.utils.importlib (#27022) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-17 00:48:59 +00:00
Cyrus LeungandGitHub d2740fafbf [Chore] Separate out vllm.utils.collections (#26990) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-16 08:35:35 +00:00
Cyrus LeungandGitHub f6cdc9a02f [Chore] Rename utils submodules (#26920) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-16 03:58:13 +00:00
Cyrus LeungandGitHub 828523ad8e [Chore] Separate out vllm.utils.async_utils (#26913) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-15 15:33:00 +00:00
Cyrus LeungandGitHub 136a17fe6e [Chore] Separate out vllm.utils.func (#26904) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-15 13:03:58 +00:00
Morrison TurnanskyGitHubLuka Govedič
 		96b9aa5aa0 [Frontend][torch.compile] CompilationConfig Overhaul (#20283): name change compilation level to compilation mode, deprecation compilation level (#26355) 
Signed-off-by: morrison-turnansky <mturnans@redhat.com>
Signed-off-by: Morrison Turnansky <mturnans@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-10-15 02:51:16 +00:00
Cyrus LeungandGitHub dc7976dd9f [Misc] Upgrade more code to Python 3.10 (#26463) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-09 10:43:53 +01:00
Cyrus LeungandGitHub c0a7b89d8e [Misc] Move LRUCache into its own file (#26342) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-07 15:08:40 +00:00
Harry MellorandGitHub 4e256cadc2 Remove all references to yapf as it's no longer used (#26251) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-05 09:18:11 -07:00
Harry MellorandGitHub d6953beb91 Convert formatting to use ruff instead of yapf + isort (#26247) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-05 07:06:22 -07:00
Cyrus LeungandGitHub 44ea85137a [Model] Support nested structures for TensorSchema (#26212) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-04 01:20:32 -07:00
Cyrus LeungandGitHub d00d652998 [CI/Build] Replace vllm.entrypoints.openai.api_server entrypoint with vllm serve command (#25967) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-02 10:04:57 -07:00